Overview

In this course we are going to introduce basic analysis for single-cell RNAseq, with a specific focus on the 10X system. The course is divided into multiple sessions.

In this second session, we will introduce Seurat and Bioconductor methodologies for basic scRNA-seq QC, filtering and initial analysis of single samples.

The data

For these sessions we are going to make use of two datasets.

The first set will be from the recent paper Enteroendocrine cell lineages that differentially control feeding and gut motility.
This contains scRNA data from either Neurod1 and Neurog3 expressing enteroendocrine cells.

The second dataset is the classic example from PBMC cells.

Seurat and Bioconductor

The Seurat R package and associated packages offer an R based and well established methodology for the analysis of single cell RNA-seq, ATAC-seq and many other single-cell sequencing methodologies.

Seurat page

Bioconductor has a set of interrelated and highly connected software packages for single cell RNAseq as well as integrating with the rest of the Bioconductor software ecosystem. OSCA book

In this session we will run through basic analyses using both of the methodologies to show both their equvalence in some parts of the analysis as well as their distinct functionalities in others.

In practice, you may select methods from either softwares and convert between the two as required.

The Example Data

For this session we will need the filtered and raw expression data for the Neurod1 datasets.

The filtered matrix can be found here

The raw matrix can be found here here

Bioconductor methods


Data import (Bioconductor)

First we need to load the DropletUtils package to read and handle our Droplet 10X data.

library(DropletUtils)

Read10x

We can then read in the filtered matrix containing data on droplets marked as cells by CellRanger.

We set the row.names argument for easier interpretation.

h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/NeuroD1_filtered_feature_bc_matrix.h5"
local_h5file <- basename(h5file)
download.file(h5file, local_h5file)

sce.NeuroD1_filtered <- read10xCounts(local_h5file, col.names = TRUE, row.names = "symbol")

class(sce.NeuroD1_filtered)
## [1] "SingleCellExperiment"
## attr(,"package")
## [1] "SingleCellExperiment"

SingleCellExperiment Object

The created SingleCellExperiment Object is much like our SummarizedExperiment object

sce.NeuroD1_filtered
## class: SingleCellExperiment 
## dim: 55417 3265 
## metadata(1): Samples
## assays(1): counts
## rownames(55417): Gm37671 Gm19087 ... ENSMUSG00000095742 TMT
## rowData names(3): ID Symbol Type
## colnames(3265): AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 ...
##   TTTGTTGTCTCTTAAC-1 TTTGTTGTCTGGACCG-1
## colData names(2): Sample Barcode
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):

SingleCellExperiment Object

The colnames() and rownames() functions can be used to access column names (cell-barcodes) and row names (gene identifiers)

# cell information
colnames(sce.NeuroD1_filtered)[1:2]
## [1] "AAACCCACACAATGTC-1" "AAACCCACACCACTGG-1"
# gene information
rownames(sce.NeuroD1_filtered)[1:2]
## [1] "Gm37671" "Gm19087"

SingleCellExperiment Object

The colData() and rowData() functions can be used to access experiment metadata.

# cell information
colData(sce.NeuroD1_filtered)[1:2, ]
## DataFrame with 2 rows and 2 columns
##                                    Sample            Barcode
##                               <character>        <character>
## AAACCCACACAATGTC-1 NeuroD1_filtered_fea.. AAACCCACACAATGTC-1
## AAACCCACACCACTGG-1 NeuroD1_filtered_fea.. AAACCCACACCACTGG-1
# gene information
rowData(sce.NeuroD1_filtered)[1:2, ]
## DataFrame with 2 rows and 3 columns
##                         ID      Symbol            Type
##                <character> <character>     <character>
## Gm37671 ENSMUSG00000102628     Gm37671 Gene Expression
## Gm19087 ENSMUSG00000100595     Gm19087 Gene Expression

SingleCellExperiment Object

A reducedDim and reducedDimNames slots at present remains unfilled.

The metadata slot contains the Sample names. Here all these cells came from single sample

# cell information
reducedDimNames(sce.NeuroD1_filtered)
## character(0)
# gene information
metadata(sce.NeuroD1_filtered)
## $Samples
## [1] "NeuroD1_filtered_feature_bc_matrix.h5"

The knee plot

One of the first plots we may want to recreate from the QC is the knee plot.

To do this we will need the unfiltered matrix too.

The unfiltered SingleCellExperiment contains over a million droplets.

h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/raw_feature_bc_matrix.h5"
local_h5file <- "NeuroD1_raw_feature_bc_matrix.h5"
download.file(h5file, local_h5file)
sce.NeuroD1_unfiltered <- read10xCounts(local_h5file, col.names = TRUE)
sce.NeuroD1_unfiltered
## class: SingleCellExperiment 
## dim: 39457 1244317 
## metadata(1): Samples
## assays(1): counts
## rownames(39457): Gm26206 Xkr4 ... LOC118568478 LOC118568479
## rowData names(3): ID Symbol Type
## colnames(1244317): AAACCCAAGAAACACT-1 AAACCCAAGAAACCAT-1 ...
##   TTTGTTGTCTTTGCTA-1 TTTGTTGTCTTTGTCG-1
## colData names(2): Sample Barcode
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):

Barcode ranks

We can use the barcodeRanks function to create a table of barcode ranks and total reads per droplet.

bcrank <- barcodeRanks(counts(sce.NeuroD1_unfiltered))
bcrank
## DataFrame with 1244317 rows and 3 columns
##                         rank     total    fitted
##                    <numeric> <integer> <numeric>
## AAACCCAAGAAACACT-1     55172       118        NA
## AAACCCAAGAAACCAT-1    167382         2        NA
## AAACCCAAGAAACCCG-1    993508         0        NA
## AAACCCAAGAAACCTG-1    993508         0        NA
## AAACCCAAGAAAGAAC-1    993508         0        NA
## ...                      ...       ...       ...
## TTTGTTGTCTTTGATC-1   31532.5       146        NA
## TTTGTTGTCTTTGCAT-1  480107.0         1        NA
## TTTGTTGTCTTTGCGC-1  480107.0         1        NA
## TTTGTTGTCTTTGCTA-1  480107.0         1        NA
## TTTGTTGTCTTTGTCG-1  480107.0         1        NA

Retrieve filtered barcodes

We then filter for droplets with the same rank for visualisation purposes.

bcrank$filtered <- rownames(bcrank) %in% colnames(sce.NeuroD1_filtered)
bc_plot <- as.data.frame(bcrank)
bc_plot <- bc_plot[order(bc_plot$filtered, decreasing = TRUE), ]
bc_plot <- bc_plot[!duplicated(bc_plot$rank), ]

Plotting barcode rank

We can now recreate the knee plot from CellRanger.

require(ggplot2)
ggplot(bc_plot, aes(x = rank, y = total, colour = filtered, alpha = 0.001)) + geom_point() +
    scale_y_log10() + scale_x_log10() + theme_minimal() + geom_hline(yintercept = metadata(bcrank)$inflection,
    colour = "darkgreen", linetype = 2) + geom_hline(yintercept = metadata(bcrank)$knee,
    colour = "dodgerblue", linetype = 2)
## Warning in scale_y_log10(): log-10 transformation introduced infinite values.

Filtering droplets using Droplet utils

Although CellRanger provides a filtered Droplet matrix, you may wish to provide your own cut-off based on knee plots generated and/or use the emptyDrops method in Droplet utils to identify cell containing droplets.

e.out <- emptyDrops(counts(sce.NeuroD1_unfiltered))
table(e.out)
head(e.out)
## DataFrame with 6 rows and 5 columns
##                        Total   LogProb    PValue   Limited       FDR
##                    <integer> <numeric> <numeric> <logical> <numeric>
## AAACCCAAGAAACACT-1       118  -350.537   0.30007     FALSE         1
## AAACCCAAGAAACCAT-1         2        NA        NA        NA        NA
## AAACCCAAGAAACCCG-1         0        NA        NA        NA        NA
## AAACCCAAGAAACCTG-1         0        NA        NA        NA        NA
## AAACCCAAGAAAGAAC-1         0        NA        NA        NA        NA
## AAACCCAAGAAAGCGA-1         1        NA        NA        NA        NA

Bioconductor - QC


Working with CellRanger filtered matrix

From this point we will use the Droplets filtered using Cellranger

sce.NeuroD1_filtered
## class: SingleCellExperiment 
## dim: 55417 3265 
## metadata(1): Samples
## assays(1): counts
## rownames(55417): Gm37671 Gm19087 ... ENSMUSG00000095742 TMT
## rowData names(3): ID Symbol Type
## colnames(3265): AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 ...
##   TTTGTTGTCTCTTAAC-1 TTTGTTGTCTGGACCG-1
## colData names(2): Sample Barcode
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):

Add QC metrics

To assess QC we first want to identify mitochondrial and ribosomal genes.

High mitochondrial gene expression within a cell is often used as a marker of dying cells.

is.mito <- grepl("^mt", rowData(sce.NeuroD1_filtered)$Symbol)
is.ribo <- grepl("^Rps", rowData(sce.NeuroD1_filtered)$Symbol)

table(is.mito)
## is.mito
## FALSE  TRUE 
## 55380    37
table(is.ribo)
## is.ribo
## FALSE  TRUE 
## 55246   171

Add QC metrics

The scuttle package has functions for normalisation, transformation and QC.

Here we us the addPerCellQCMetrics function to update our SingleCellExperiment object with QC information.

library(scuttle)
sce.NeuroD1_filtered <- addPerCellQCMetrics(sce.NeuroD1_filtered, subsets = list(Mito = is.mito,
    Ribosomal = is.ribo))
sce.NeuroD1_filtered
## class: SingleCellExperiment 
## dim: 55417 3265 
## metadata(1): Samples
## assays(1): counts
## rownames(55417): Gm37671 Gm19087 ... ENSMUSG00000095742 TMT
## rowData names(3): ID Symbol Type
## colnames(3265): AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 ...
##   TTTGTTGTCTCTTAAC-1 TTTGTTGTCTGGACCG-1
## colData names(11): Sample Barcode ... subsets_Ribosomal_percent total
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):

QC in colData

The QC data per Droplet has been added to additional columns in the colData slot of our SingleCellExperiment.

qc_df <- colData(sce.NeuroD1_filtered)
head(qc_df, n = 2)
## DataFrame with 2 rows and 11 columns
##                                    Sample            Barcode       sum
##                               <character>        <character> <numeric>
## AAACCCACACAATGTC-1 NeuroD1_filtered_fea.. AAACCCACACAATGTC-1     28295
## AAACCCACACCACTGG-1 NeuroD1_filtered_fea.. AAACCCACACCACTGG-1      1498
##                     detected subsets_Mito_sum subsets_Mito_detected
##                    <integer>        <numeric>             <integer>
## AAACCCACACAATGTC-1      5892             1862                    16
## AAACCCACACCACTGG-1       245             1011                    13
##                    subsets_Mito_percent subsets_Ribosomal_sum
##                               <numeric>             <numeric>
## AAACCCACACAATGTC-1              6.58067                   256
## AAACCCACACCACTGG-1             67.48999                     4
##                    subsets_Ribosomal_detected subsets_Ribosomal_percent
##                                     <integer>                 <numeric>
## AAACCCACACAATGTC-1                         39                  0.904753
## AAACCCACACCACTGG-1                          4                  0.267023
##                        total
##                    <numeric>
## AAACCCACACAATGTC-1     28295
## AAACCCACACCACTGG-1      1498

Plotting QC data

We can then plot this using the plotColData function from the Scater package.

First we plot the distritbution of total reads per cell.

library(scater)
plotColData(sce.NeuroD1_filtered, x = "Sample", y = "sum")

Plotting QC data

Then we plot the distritbution of total detected genes per cell.

library(scater)
plotColData(sce.NeuroD1_filtered, x = "Sample", y = "detected")

Plotting QC data

Then we plot the distritbution of percent of mitochondrial and ribosomal reads per cell.

library(scater)
p1 <- plotColData(sce.NeuroD1_filtered, x = "Sample", y = "subsets_Mito_percent")
p2 <- plotColData(sce.NeuroD1_filtered, x = "Sample", y = "subsets_Ribosomal_percent")
gridExtra::grid.arrange(p1, p2, ncol = 2)

Plotting QC data

It also can be useful to capture the QC columns against each other as scatterplots

library(scater)
p1 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "detected")
p2 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "subsets_Mito_percent")
p3 <- plotColData(sce.NeuroD1_filtered, x = "detected", y = "subsets_Mito_percent")
gridExtra::grid.arrange(p1, p2, p3, ncol = 3)

Removing low quality data

At this point we may want to remove low quality data.

Typically droplet filters on mitochondrial read content, total detect genes and total read counts are applied.

qc.high_lib_size <- colData(sce.NeuroD1_filtered)$sum > 125000
qc.min_detected <- colData(sce.NeuroD1_filtered)$detected < 200
qc.mito <- colData(sce.NeuroD1_filtered)$subsets_Mito_percent > 25
discard <- qc.high_lib_size | qc.mito | qc.min_detected
DataFrame(LibSize = sum(qc.high_lib_size), Detected = sum(qc.min_detected), MitoProp = sum(qc.mito),
    Total = sum(discard))
## DataFrame with 1 row and 4 columns
##     LibSize  Detected  MitoProp     Total
##   <integer> <integer> <integer> <integer>
## 1        17       243      1076      1104

Removing low quality data

We will add this back in the colData slot to perform some final QC plots before filtering

colData(sce.NeuroD1_filtered) <- cbind(colData(sce.NeuroD1_filtered), DataFrame(toDiscard = discard))
p1 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "detected", colour_by = "toDiscard")
p2 <- plotColData(sce.NeuroD1_filtered, x = "sum", y = "subsets_Mito_percent", colour_by = "toDiscard")
p3 <- plotColData(sce.NeuroD1_filtered, x = "detected", y = "subsets_Mito_percent",
    colour_by = "toDiscard")
gridExtra::grid.arrange(p1, p2, p3, ncol = 3)

Removing low quality data

At this point we may want to remove the low quality cells from further analysis

sce.NeuroD1_filtered_QCed <- sce.NeuroD1_filtered[, sce.NeuroD1_filtered$toDiscard %in%
    "FALSE"]
sce.NeuroD1_filtered_QCed
## class: SingleCellExperiment 
## dim: 55417 2161 
## metadata(1): Samples
## assays(1): counts
## rownames(55417): Gm37671 Gm19087 ... ENSMUSG00000095742 TMT
## rowData names(3): ID Symbol Type
## colnames(2161): AAACCCACACAATGTC-1 AAACCCACACGAGAAC-1 ...
##   TTTGGAGTCCGTAGGC-1 TTTGTTGGTCTAACTG-1
## colData names(12): Sample Barcode ... total toDiscard
## reducedDimNames(0):
## mainExpName: NULL
## altExpNames(0):

Log Normalisation

As with our RNA-seq and genomics data we want to normalise for total library size and perfrom a log2 transformation.

sce.NeuroD1_filtered_QCed <- logNormCounts(sce.NeuroD1_filtered_QCed)
assayNames(sce.NeuroD1_filtered_QCed)
## [1] "counts"    "logcounts"

Log Normalisation 2

An alternative approach for scRNA is to normalise accounting for potentially different cell-populations.

As we dont know cell populations yet, a quick clustering of data followed by this normalisation using clusters is performed.

library(scran)
clust.sce.NeuroD1_filtered_QCed <- quickCluster(sce.NeuroD1_filtered_QCed)
sce.NeuroD1_filtered_trimmed <- computeSumFactors(sce.NeuroD1_filtered_QCed, cluster = clust.sce.NeuroD1_filtered_QCed)
sce.NeuroD1_filtered_QCed <- logNormCounts(sce.NeuroD1_filtered_QCed)
assayNames(sce.NeuroD1_filtered_QCed)
## [1] "counts"    "logcounts"

Modeling the mean-variance relationship

As with RNA-seq we want to account for mean-dispersion relationship.

In Bioconductor we can use the modelGeneVar function to perform this for us.

##
dec.NeuroD1_filtered_QCed <- modelGeneVar(sce.NeuroD1_filtered_QCed)
ggplot(dec.NeuroD1_filtered_QCed, aes(x = mean, y = total)) + geom_point()

Identifying top variable genes for PCA

Having fit the mean-dispersion relationship we can extract the most variable genes for use in PCA dimension reduction.

top.NeuroD1_filtered_QCed <- getTopHVGs(dec.NeuroD1_filtered_QCed, n = 3000)

PCA

We can now perform a PCA on our data.

The PCs will be used for clustering and 2D-representation of our data.

set.seed(100)  # See below.
sce.NeuroD1_filtered_QCed <- fixedPCA(sce.NeuroD1_filtered_QCed, subset.row = top.NeuroD1_filtered_QCed)
reducedDimNames(sce.NeuroD1_filtered_QCed)
## [1] "PCA"

PCA

We can produce a quick plot of the PCs to see if there are any biases immediately evident in the PCs.

plotReducedDim(sce.NeuroD1_filtered_QCed, dimred = "PCA", colour_by = "subsets_Mito_percent")

Select PCs from PCA

For further analysis we want to select the PCs which explain most of the data.

To do this we can plot the variance explained by each PC and identify an elbow point.

percent.var <- attr(reducedDim(sce.NeuroD1_filtered_QCed), "percentVar")
plot(percent.var, log = "y", xlab = "PC", ylab = "Variance explained (%)")

# library(PCAtools) chosen.elbow <- findElbowPoint(percent.var)

Visualise in 2D with Tisne and UMAP

With our PCs now calculated we can project these onto a 2D representation of the data. Here we will use two popular methods of TSNE and UMAP.

sce.NeuroD1_filtered_QCed <- runTSNE(sce.NeuroD1_filtered_QCed, n_dimred = 30)
sce.NeuroD1_filtered_QCed <- runUMAP(sce.NeuroD1_filtered_QCed, n_dimred = 30)
reducedDimNames(sce.NeuroD1_filtered_QCed)
## [1] "PCA"  "TSNE" "UMAP"

Visualise in 2D with Tisne and UMAP

Witht the TSNE and UMAP we may first want to overlay some features of QC to see if this affects the data still.

plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "subsets_Mito_percent")

plotTSNE(sce.NeuroD1_filtered_QCed, colour_by = "subsets_Mito_percent")

Clustering

For clustering we can use the set of tools available in the bluster package.

Here we run the default graph based methods walktrap and louvain from the igraph package.

require(bluster)
clust.louvain <- clusterCells(sce.NeuroD1_filtered_QCed, use.dimred = "PCA", BLUSPARAM = NNGraphParam(cluster.fun = "louvain",
    cluster.args = list(resolution = 0.8)))
clust.default <- clusterCells(sce.NeuroD1_filtered_QCed, use.dimred = "PCA")

Clustering

Once we have the clustering we will add them to the colData for the object and replot the UMAP

colLabels(sce.NeuroD1_filtered_QCed) <- clust.louvain
colData(sce.NeuroD1_filtered_QCed)$DefaultLabel <- clust.default
plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "label")

Clustering

We can now plot the mito percent against clusters to see if any clusters are driven by the mito percent of droplets.

plotColData(sce.NeuroD1_filtered_QCed, x = "label", y = "subsets_Mito_percent", colour_by = "label")

Clustering

We can then compare our overlaps between our clusterings in a simple heatmap.

tab <- table(Walktrap = clust.default, Louvain = clust.louvain)
rownames(tab) <- paste("Walktrap", rownames(tab))
colnames(tab) <- paste("louvain", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)

Some ground truth

The paper also provides their annotation of cells. We can read this in and overlay with our umap.

eec_paper_meta <- read.delim("https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/GSE224223_EEC_metadata.csv",
    sep = ";")
nrd1_cells <- as.data.frame(eec_paper_meta[eec_paper_meta$Library == "Nd1", ])

nrd1_cells$X <- gsub("_2$", "", nrd1_cells$X)

newMeta <- merge(colData(sce.NeuroD1_filtered_QCed), nrd1_cells, by.x = "Barcode",
    by.y = "X", all.x = TRUE, all.y = FALSE, order = FALSE)
rownames(newMeta) <- newMeta$Barcode
newMeta$All_Cell_Types[is.na(newMeta$All_Cell_Types)] <- "Filtered"
colData(sce.NeuroD1_filtered_QCed) <- newMeta
plotUMAP(sce.NeuroD1_filtered_QCed, colour_by = "All_Cell_Types")

Some ground truth

We can also see how the annotation overlaps with our clusters.

tab <- table(Walktrap = sce.NeuroD1_filtered_QCed$All_Cell_Types, Louvain = sce.NeuroD1_filtered_QCed$label)
rownames(tab) <- paste("CellType", rownames(tab))
colnames(tab) <- paste("Leiden", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)

Identify markers

Now we have clusters defined we can identify genes which are differentially expressed within a cluster compared to other clusters.

markers.sce.NeuroD1 <- scoreMarkers(sce.NeuroD1_filtered_QCed, sce.NeuroD1_filtered_QCed$label)
chosen <- markers.sce.NeuroD1[["4"]]
ordered <- chosen[order(chosen$mean.AUC, decreasing = TRUE), ]
head(ordered[, 1:4])  # showing basic stats only, for brevity.
## DataFrame with 6 rows and 4 columns
##       self.average other.average self.detected other.detected
##          <numeric>     <numeric>     <numeric>      <numeric>
## Pzp        3.50241      0.133775         0.968      0.0697187
## Agr2       6.65997      1.651901         1.000      0.5406126
## Cck       11.15815      5.024982         1.000      0.9893715
## Agr3       4.21240      1.098644         1.000      0.4357372
## Scg2       6.46328      2.029552         1.000      0.5924581
## Habp2      2.62718      0.154119         0.964      0.0779772

Plot markers

We can then use the plotExpression function to visualise a gene’s expression across clusters.

plotExpression(sce.NeuroD1_filtered_QCed, features = head(rownames(ordered), n = 1),
    x = "label", colour_by = "label")

Seurat


Working with CellRanger filtered matrix

We can use Seurat to import our data as before for Bioconductor.

library(Seurat)
h5file <- "https://rubioinformatics.s3.amazonaws.com/scRNA_graduate/SRR_NeuroD1/outs/NeuroD1_filtered_feature_bc_matrix.h5"
local_h5file <- basename(h5file)
download.file(h5file, local_h5file)
Nd1T.mat <- Read10X_h5(filename = local_h5file)
Nd1T.obj <- CreateSeuratObject(Nd1T.mat, project = "Nd1")
## Warning: Feature names cannot have underscores ('_'), replacing with dashes
## ('-')

The Seurat object

The Seurat object contains now our information on Neurod1 droplets.

Nd1T.obj
## An object of class Seurat 
## 55417 features across 3265 samples within 1 assay 
## Active assay: RNA (55417 features, 0 variable features)
##  1 layer present: counts

The Seurat object

We can access rownames and column names in a similar manner as before.

rownames(Nd1T.obj)[1:2]
## [1] "Gm37671" "Gm19087"
colnames(Nd1T.obj)[1:2]
## [1] "AAACCCACACAATGTC-1" "AAACCCACACCACTGG-1"

The Seurat object

To access metadata we need to directly access the slot

Nd1T.obj@meta.data[1:2, ]
##                    orig.ident nCount_RNA nFeature_RNA
## AAACCCACACAATGTC-1        Nd1      28295         5892
## AAACCCACACCACTGG-1        Nd1       1498          245

The Seurat object

We can also review the active assay and active cell-barcode identifiers.

Nd1T.obj@active.assay
## [1] "RNA"
Nd1T.obj@active.ident[1:2]
## AAACCCACACAATGTC-1 AAACCCACACCACTGG-1 
##                Nd1                Nd1 
## Levels: Nd1

The Seurat object

The get access to the assays we can pull directly from the relevent slots.

Nd1T.obj@assays$RNA$counts[1:2, 1:2]
## 2 x 2 sparse Matrix of class "dgCMatrix"
##         AAACCCACACAATGTC-1 AAACCCACACCACTGG-1
## Gm37671                  .                  .
## Gm19087                  .                  .

Gather QC

As with Biocondcutor we must again identify mitochondrial genes.

mito.genes <- grep("^mt", rownames(Nd1T.obj), value = T)
mito.genes[1:10]
##  [1] "mt-Tf"   "mt-Rnr1" "mt-Tv"   "mt-Rnr2" "mt-Tl1"  "mt-Nd1"  "mt-Ti"  
##  [8] "mt-Tq"   "mt-Tm"   "mt-Nd2"

Gather QC

We can the use PercentageFeatureSet function to identify percent of mito reads in each cell and the AddMetaData function to add this to the Seurat object.

percent.mt <- PercentageFeatureSet(Nd1T.obj, features = mito.genes)
Nd1T.obj <- AddMetaData(Nd1T.obj, metadata = percent.mt, col.name = "percent.mt")
head(Nd1T.obj@meta.data)
##                    orig.ident nCount_RNA nFeature_RNA percent.mt
## AAACCCACACAATGTC-1        Nd1      28295         5892   6.580668
## AAACCCACACCACTGG-1        Nd1       1498          245  67.489987
## AAACCCACACGAGAAC-1        Nd1      85155         8687   3.783689
## AAACCCAGTGTCCGGT-1        Nd1      23045         5725  11.863745
## AAACGAAAGCCTCGTG-1        Nd1       8930         2502  14.636058
## AAACGAAAGCCTTGAT-1        Nd1      15882         4633   4.445284

Plot QC

We can then review QC metrics across our droplets.

VlnPlot(Nd1T.obj, features = c("nFeature_RNA", "nCount_RNA", "percent.mt"), ncol = 3)
## Warning: Default search for "data" layer in "RNA" assay yielded no results;
## utilizing "counts" layer instead.

Plot QC

As well as plot QC metrics against each other.

plot1 <- FeatureScatter(Nd1T.obj, feature1 = "nCount_RNA", feature2 = "percent.mt")
plot2 <- FeatureScatter(Nd1T.obj, feature1 = "nCount_RNA", feature2 = "nFeature_RNA")
plot3 <- FeatureScatter(Nd1T.obj, feature1 = "nFeature_RNA", feature2 = "percent.mt")
plot1 + plot2 + plot3

Subset by QC

We use the subset function to remove low quality cells from our object.

Nd1T.obj.filt <- subset(Nd1T.obj, subset = nCount_RNA < 125000 & percent.mt < 25 &
    nFeature_RNA > 200)
Nd1T.obj.filt
## An object of class Seurat 
## 55417 features across 2161 samples within 1 assay 
## Active assay: RNA (55417 features, 0 variable features)
##  1 layer present: counts

Normalise data

We will now normalise our data by scaling to library size and applying a log2 transformation.

Nd1T.obj.filt <- NormalizeData(Nd1T.obj.filt)
## Normalizing layer: counts

Variable features

As with Bioc we will now identify variable features.

Here the mean-variance relationship is accounted for by applying a VST transformation.

Nd1T.obj.filt <- FindVariableFeatures(Nd1T.obj.filt, selection.method = "vst", nfeatures = 3000)
## Finding variable features for layer counts
top10 <- head(VariableFeatures(Nd1T.obj.filt), 10)
top10
##  [1] "Iapp"   "Olfm4"  "Lingo2" "Dmbt1"  "Asic5"  "Reg3b"  "Hmgb2"  "H2ac24"
##  [9] "Gcg"    "Gsta1"

Variable features

We can then plot these features using the VariableFeaturePlot function.

plot1 <- VariableFeaturePlot(Nd1T.obj.filt)
plot2 <- LabelPoints(plot = plot1, points = top10, repel = TRUE)
## When using repel, set xnudge and ynudge to 0 for optimal results
plot2
## Warning in scale_x_log10(): log-10 transformation introduced infinite values.
## Warning: ggrepel: 1 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

Scaling data

In Bioconductor the scaling of data was done inside the PCA functions.

Here we apply the scaling using the ScaleData function.

all.genes <- rownames(Nd1T.obj.filt)
Nd1T.obj.filt <- ScaleData(Nd1T.obj.filt, features = all.genes)
## Centering and scaling data matrix
Nd1T.obj.filt@assays
## $RNA
## Assay (v5) data with 55417 features for 2161 cells
## Top 10 variable features:
##  Iapp, Olfm4, Lingo2, Dmbt1, Asic5, Reg3b, Hmgb2, H2ac24, Gcg, Gsta1 
## Layers:
##  counts, data, scale.data

PCA

Now we have our scaled data we can apply PCA and identify how many PCs to use in downstream analysis.

Nd1T.obj.filt <- RunPCA(Nd1T.obj.filt, features = VariableFeatures(object = Nd1T.obj))
## PC_ 1 
## Positive:  Rps19, Rps2, Rps5, Rpl35, Eef1b2, Rplp0, Rps8, Rps16, Rps20, Rps12 
##     Rpl39, Rpl18a, Rpl28, Rpl14, Rpl32, Rps28, Rpsa, Rpl27a, Rpl3, Rps21 
##     Rpl36, Rpl35a, Rpl23, Rpl30, Npm1, Rpl34, Rpl29, Rpl37, Rpl6, Rps13 
## Negative:  Trpm2, Dlg2, Apob, Iqsec1, Ada, Slc35f3, Bnip5, Abcc2, Adcy8, Man1c1 
##     Cdk14, Ptprr, Ahnak, Slc38a11, Gda, Trpc4, Ddhd1, 4930556N09Rik, Rasal2, Pip4k2a 
##     Gm44678, Slc27a4, Espn, Stk32a, Cobl, Grik4, Lama3, Pmp22, Nrp1, Lpar3 
## PC_ 2 
## Positive:  Clec2h, Ace2, Gda, Mep1b, Ggt1, Mme, Dgat1, Ces2e, Guca2b, Maf 
##     Xdh, Spink1, Lct, Mgam, Trim30d, Slc5a1, Pcsk5, Exoc3l4, Slc2a2, Sult1b1 
##     Aspa, Ace, Prap1, Ifi27l2b, Maoa, Cyp2b10, H2-T3, Cgref1, Cs, Apol10a 
## Negative:  Ptma, Myl7, Mid1, Krt18, Rfx6, Scg2, Bbx, Kcnj3, Nrp1, Parm1 
##     Smyd3, Agr3, Slc12a8, Hmgn1, Kctd12, Gm11992, Rps3a1, Parp1, Pde1c, Rgs17 
##     Acadsb, Unc80, Isl1, Rpl37a, Bambi, Ror2, Etv1, Rab3c, Txndc5, Rflna 
## PC_ 3 
## Positive:  Krt19, Cdk14, Rasal2, Slc38a11, Dlg2, Adcy8, Iqsec1, Ccnd2, Grik4, Sox5 
##     Trpm2, 2810025M15Rik, Trpc4, Afp, Gm37060, Serpinf2, Trpa1, Slc5a4b, Ssbp2, 4930556N09Rik 
##     Pla2g7, Rab3c, Aqp9, Otop3, Fmo2, B3galt5, S100a6, Ddhd1, Lonrf1, Hcn1 
## Negative:  Scg2, Isl1, Abcc8, Gm11992, Plcxd3, Unc80, Sphkap, Kcnj3, Ffar1, Parm1 
##     Kcnj6, Slc16a10, Bambi, Etv1, Gnai1, Rflna, Tec, Gm48530, Mid1, Gm16505 
##     4732419C18Rik, Rasgrf2, Galnt13, Ptger3, Nr4a2, Pacrg, BB557941, Cyp2j6, Tmem108, Pkia 
## PC_ 4 
## Positive:  Top2a, Knl1, Rad51b, Nusap1, Kif20b, Ttk, Hmmr, Gvin-ps1.1, Ckap2l, Kif11 
##     Myb, Mis18bp1, Sgo1, Prc1, Racgap1, Esco2, Lmnb1, Clca3a2, Ckap2, Ticrr 
##     Nhs, Anln, Bub1, Cdk1, Lockd, Kif2c, Bub1b, H2ac24, Aurkb, Plk1 
## Negative:  Myl7, Cox7a2, Gapdh, Casp6, Agr3, Uqcrb, Fau, Atp5g1, Uqcr11, Atp5h 
##     Rpl19, Cyp2j6, Rpl37a, Atp5j2, Hint1, Ppia, Ndufb10, Ms4a10, Tuba1a, Rpl41 
##     Cox5b, Rpl11, Cox4i1, Rpl9, Atp5mpl, Atp5k, Mdh2, Cyb5a, Tomm7, Sem1 
## PC_ 5 
## Positive:  Rfx6, Sphkap, Pkib, Pdzrn3, Phlda1, Asic2, Ass1, Moxd1, Rbp2, Hjurp 
##     Rtl4, Plxnc1, Me2, Smoc1, Plcl1, Gm16505, 2010204K13Rik, Plcxd3, Gm48530, Acvrl1 
##     Nqo1, Car8, Pls3, Far2os1, Gm7205, Fmo1, Arhgap24, Dcdc5, Bbx, Otulinl 
## Negative:  Agr3, Mgll, Slc39a8, Onecut3, Galnt13, Habp2, Cit, Casr, Crp, Me3 
##     Ret, Slc41a2, Man1c1, Kcnk16, Adamts5, Zfp618, Basp1, Cap2, Gm30524, Axin2 
##     Rasgrf2, Epha3, Slc12a8, Tmem108, Serpina1b, Tril, Thrb, S100a11, Cyp2j6, Etv1
ElbowPlot(Nd1T.obj.filt, ndims = 50)

UMAP

We can then create a 2D representation of our data using a UMAP .

Nd1T.obj.filt <- RunUMAP(Nd1T.obj.filt, dims = 1:30)
## 15:42:45 UMAP embedding parameters a = 0.9922 b = 1.112
## 15:42:45 Read 2161 rows and found 30 numeric columns
## 15:42:45 Using Annoy for neighbor search, n_neighbors = 30
## 15:42:45 Building Annoy index with metric = cosine, n_trees = 50
## 0%   10   20   30   40   50   60   70   80   90   100%
## [----|----|----|----|----|----|----|----|----|----|
## **************************************************|
## 15:42:45 Writing NN index file to temp file /tmp/RtmpdRdCgx/file176b17ced51a
## 15:42:45 Searching Annoy index using 1 thread, search_k = 3000
## 15:42:46 Annoy recall = 100%
## 15:42:46 Commencing smooth kNN distance calibration using 1 thread with target n_neighbors = 30
## 15:42:48 Initializing from normalized Laplacian + noise (using RSpectra)
## 15:42:48 Commencing optimization for 500 epochs, with 84240 positive edges
## 15:42:51 Optimization finished

UMAP

And we plot this using the FeaturePlot function overlaying the percent.mt.

FeaturePlot(Nd1T.obj.filt, reduction = "umap", features = "percent.mt")

Clustering

We can then perform a louvain clustering using the FindNeighbours and FindClusters functions.

The cluster labels will be stored in active.idents slots.

Nd1T.obj.filt <- FindNeighbors(Nd1T.obj.filt, dims = 1:30)
## Computing nearest neighbor graph
## Computing SNN
Nd1T.obj.filt <- FindClusters(Nd1T.obj.filt, resolution = 0.8)
## Modularity Optimizer version 1.3.0 by Ludo Waltman and Nees Jan van Eck
## 
## Number of nodes: 2161
## Number of edges: 67095
## 
## Running Louvain algorithm...
## Maximum modularity in 10 random starts: 0.8716
## Number of communities: 15
## Elapsed time: 0 seconds
Nd1T.obj.filt@active.ident
## AAACCCACACAATGTC-1 AAACCCACACGAGAAC-1 AAACCCAGTGTCCGGT-1 AAACGAAAGCCTCGTG-1 
##                 10                 13                 10                  4 
## AAACGAAAGCCTTGAT-1 AAACGAACATGTCAGT-1 AAACGAAGTAGACGTG-1 AAACGAAGTAGCTGTT-1 
##                 11                  1                 14                 14 
## AAACGAAGTGTATACC-1 AAACGAAGTTTGACAC-1 AAACGAATCTCCGCAT-1 AAACGCTAGAGTTGAT-1 
##                  5                  9                  4                  2 
## AAACGCTCATCGCTCT-1 AAACGCTGTTCAATCG-1 AAAGAACCAATAGTAG-1 AAAGAACCAGACTCTA-1 
##                  1                  6                  4                  6 
## AAAGAACCATATCGGT-1 AAAGAACCATCCTCAC-1 AAAGAACGTACCTAAC-1 AAAGAACGTTGGACCC-1 
##                  1                  4                  5                  2 
## AAAGAACTCGTGCACG-1 AAAGGATCATGTTCGA-1 AAAGGTACAACTTGGT-1 AAAGGTACATAGGCGA-1 
##                  6                  2                  2                  7 
## AAAGTCCCATGGCACC-1 AAAGTCCTCTTCGATT-1 AAAGTGAAGATGACAT-1 AAAGTGACATGTTACG-1 
##                  6                  0                  2                  4 
## AAATGGAAGTGTAGTA-1 AAATGGACATGCTGCG-1 AAATGGAGTGAGTTTC-1 AACAAAGGTCCGGTGT-1 
##                 10                  5                  4                 14 
## AACAAAGTCGCAATTG-1 AACAACCTCTCATAGG-1 AACAAGAGTGAGTGAC-1 AACAGGGCATGTCAGT-1 
##                  7                  9                  2                  2 
## AACCAACAGCCTGTGC-1 AACCAACAGGTCATAA-1 AACCAACGTTGCGGAA-1 AACCAACTCCTATGGA-1 
##                  2                  7                  1                  6 
## AACCACAAGACCGTTT-1 AACCACAAGGTGGTTG-1 AACCACAAGTAACCTC-1 AACCACACATCCAATG-1 
##                  1                  3                 14                  6 
## AACCACAGTCCAGGTC-1 AACCACAGTCGACGCT-1 AACCCAAAGATGAACT-1 AACCCAATCCAGCAAT-1 
##                  0                  1                  8                  3 
## AACCTGACACTCTCGT-1 AACCTGAGTCGGTACC-1 AACCTGAGTGCATGAG-1 AACGAAAAGGGACTGT-1 
##                  0                  4                  2                  0 
## AACGAAACAAGAAATC-1 AACGGGACACTCACTC-1 AACGGGATCTCGCTCA-1 AACGTCAAGCGATGGT-1 
##                 10                  0                 10                  6 
## AACGTCAGTGTCCACG-1 AACGTCATCTGGTCAA-1 AACTTCTTCATCACTT-1 AAGAACAAGGGCAGAG-1 
##                  4                  8                  0                  3 
## AAGAACAGTCAGTCCG-1 AAGACTCAGAAATTGC-1 AAGACTCAGCAGCGAT-1 AAGACTCCAACCGTGC-1 
##                  4                  1                  5                 11 
## AAGACTCCAAGTGCAG-1 AAGACTCTCCCGTAAA-1 AAGACTCTCTAAGGAA-1 AAGATAGAGGGCAATC-1 
##                  1                  0                  5                  0 
## AAGCATCAGGCGTTAG-1 AAGCATCCACATGTTG-1 AAGCATCGTAAGATAC-1 AAGCATCTCAGATTGC-1 
##                  2                  2                  4                  0 
## AAGCATCTCTCGCAGG-1 AAGCGAGTCGATACAC-1 AAGCGTTAGGCCGCTT-1 AAGCGTTAGGGCAGTT-1 
##                  2                  4                  3                  2 
## AAGCGTTCATTCTTCA-1 AAGGAATAGCCTAGGA-1 AAGGAATCACCAGTTA-1 AAGGTAAGTAATCAAG-1 
##                 10                  7                  4                  1 
## AAGTCGTAGGTTCAGG-1 AAGTCGTTCATCCCGT-1 AAGTCGTTCTGTTGGA-1 AAGTGAAAGCCGGATA-1 
##                 12                  0                  6                  3 
## AAGTGAACAATTTCGG-1 AAGTGAACACCCTGAG-1 AAGTGAAGTTTGGCTA-1 AATCACGAGAGCGACT-1 
##                  9                  5                  8                  5 
## AATCACGCAAGCGCTC-1 AATCACGCAATGAGCG-1 AATCACGCAGACAAGC-1 AATCGACCATTCATCT-1 
##                 11                  7                  5                 10 
## AATCGACGTGCGGATA-1 AATCGACTCATCGTAG-1 AATCGACTCTAAGGAA-1 AATCGTGAGAACGTGC-1 
##                  7                  3                  5                  4 
## AATCGTGCAATCCAGT-1 AATGAAGAGGGCAAGG-1 AATGACCAGATCCCAT-1 AATGACCAGGGTGAAA-1 
##                  3                  3                 10                  1 
## AATGACCCAGAGTAAT-1 AATGACCGTCTGTAGT-1 AATGACCGTGGTCCCA-1 AATGCCACATAACTCG-1 
##                  2                  8                  0                  1 
## AATGCCATCCGGCTTT-1 AATGGAAAGCGTATGG-1 AATGGAAAGGAACGCT-1 AATGGAACACGTCATA-1 
##                  3                  1                  4                 12 
## AATGGAAGTCAGTTTG-1 AATTCCTAGAATCGTA-1 AATTCCTGTACTAACC-1 AATTCCTTCTCCCATG-1 
##                  7                  4                  4                  9 
## AATTTCCGTCATATGC-1 ACAAAGAAGCTACTGT-1 ACAAAGACAACTCATG-1 ACAAAGACAGATAAAC-1 
##                  3                  2                  5                  6 
## ACAAAGAGTACTGCGC-1 ACAACCACAACACTAC-1 ACAACCACAATTCGTG-1 ACAACCACACCCAACG-1 
##                  4                  4                  5                 12 
## ACAACCAGTGCCGTTG-1 ACAACCAGTTTAGACC-1 ACAACCATCAAGCCAT-1 ACAACCATCCTACAAG-1 
##                  3                  9                  5                  5 
## ACAAGCTAGCCAAGCA-1 ACAAGCTCACAGAGAC-1 ACAAGCTCACCTGATA-1 ACAAGCTCAGCGTACC-1 
##                  0                  3                  0                  7 
## ACAAGCTGTTATTCCT-1 ACAAGCTTCGGTTAGT-1 ACACAGTAGCACGTCC-1 ACACCAATCATCCTGC-1 
##                  2                 14                  8                  1 
## ACACCAATCCACCTGT-1 ACACGCGCAATAGGGC-1 ACACTGAGTATCAGCT-1 ACACTGAGTGCCAAGA-1 
##                 13                  7                 13                  0 
## ACAGAAACACCGAATT-1 ACAGAAACAGAGGACT-1 ACAGAAAGTGCGGATA-1 ACAGCCGAGGCCGCTT-1 
##                  6                  1                  4                  5 
## ACAGGGAAGAAACTGT-1 ACAGGGAGTTGAATCC-1 ACATCCCAGCAAGCCA-1 ACATCCCAGGCTAGCA-1 
##                 11                  0                  0                  1 
## ACATCCCCATCAGTGT-1 ACATCCCGTGCCTTTC-1 ACATGCACATCTTTCA-1 ACATGCAGTACTGCGC-1 
##                  4                 11                  5                  6 
## ACATGCAGTCCTGGGT-1 ACATGCAGTGCATACT-1 ACATTTCAGTCACTGT-1 ACATTTCGTATTTCTC-1 
##                  5                  1                 13                  6 
## ACATTTCTCCGCACTT-1 ACATTTCTCGTGTGGC-1 ACCAAACAGACCTCAT-1 ACCAACAAGCCGCTTG-1 
##                  2                  2                  1                 10 
## ACCAACAGTCGGCTAC-1 ACCACAAGTCGAAGCA-1 ACCACAAGTTTGGAAA-1 ACCACAATCACAAGGG-1 
##                  3                  8                  2                 12 
## ACCATTTAGACGACTG-1 ACCATTTAGGTACAGC-1 ACCATTTAGTCGTCTA-1 ACCATTTGTAGTCCTA-1 
##                  1                 11                  2                 12 
## ACCATTTGTATGTCCA-1 ACCATTTGTGACTGTT-1 ACCCTCATCCTCGCAT-1 ACCGTTCCACACAGCC-1 
##                  1                  0                  2                 14 
## ACCTACCCAGCGTTGC-1 ACCTACCTCAAGCTTG-1 ACCTACCTCGACGACC-1 ACCTACCTCGTTTACT-1 
##                 11                 10                  3                  4 
## ACCTGAAAGCAACAGC-1 ACCTGAACAATTGCGT-1 ACCTGAAGTCTGGTTA-1 ACGATCAGTCCGTTTC-1 
##                 13                  2                  2                 11 
## ACGATGTCAAGTTCGT-1 ACGATGTCATGTGCTA-1 ACGATGTTCGAAATCC-1 ACGATGTTCTATCGCC-1 
##                  7                  2                  7                  6 
## ACGCACGAGCTGTACT-1 ACGCACGCACGATTCA-1 ACGCACGCAGGTTACT-1 ACGCACGGTGGGCTTC-1 
##                  8                  6                 14                  4 
## ACGGAAGAGTCGAAAT-1 ACGGAAGCAAGGCCTC-1 ACGGAAGCAGGTATGG-1 ACGGAAGTCTGTAACG-1 
##                  4                  1                  0                 14 
## ACGGGTCAGGCTGGAT-1 ACGGGTCAGTAGCTCT-1 ACGGGTCCATCGGCCA-1 ACGGGTCGTCACTCAA-1 
##                  9                  0                  4                  7 
## ACGGTCGAGCGCTGAA-1 ACGGTCGGTATCGATC-1 ACGGTCGGTGTGATGG-1 ACGGTTAAGCGTGCCT-1 
##                  8                  0                 13                 11 
## ACGGTTAAGCTCGAAG-1 ACGGTTAGTCGTAATC-1 ACGTAACCACAACATC-1 ACGTACAAGCAGGTCA-1 
##                  5                  5                  4                  7 
## ACGTACATCGTTGTGA-1 ACGTAGTAGGGCGAGA-1 ACGTAGTCATCACAGT-1 ACGTAGTGTCCTATAG-1 
##                  2                  5                  0                  7 
## ACGTCCTAGCATCAGG-1 ACGTCCTGTGGCTACC-1 ACGTCCTGTTAAGGGC-1 ACGTCCTTCAACTGAC-1 
##                  1                  5                  1                  2 
## ACGTTCCCACTATGTG-1 ACTATCTCACGTCATA-1 ACTATCTGTGGAGAAA-1 ACTATGGGTTCTCGCT-1 
##                  6                  3                  5                  0 
## ACTATGGTCCTTCTAA-1 ACTATTCTCAAACCCA-1 ACTCCCATCTAGCATG-1 ACTCTCGGTCGTGGTC-1 
##                  2                  1                  2                 12 
## ACTCTCGGTGGAGAAA-1 ACTGATGCAAATGGAT-1 ACTGATGTCACATTGG-1 ACTGCAAAGGACTGGT-1 
##                  2                  6                  6                  3 
## ACTGCAAAGGTATCTC-1 ACTGTCCAGTTTCGAC-1 ACTGTCCCATCTGGGC-1 ACTGTCCGTCGCACGT-1 
##                  9                  5                  8                  7 
## ACTGTGACACCCTAAA-1 ACTGTGATCTAACACG-1 ACTTAGGAGCAGCGAT-1 ACTTAGGAGTGAGTTA-1 
##                  1                  2                 10                  2 
## ACTTAGGCAAGTGGTG-1 ACTTAGGGTCCAGCCA-1 ACTTATCGTATCCCTC-1 ACTTATCGTATCGCTA-1 
##                  1                  9                  6                 13 
## ACTTATCGTTAGAAGT-1 ACTTATCTCCTGTAGA-1 ACTTCCGGTAAGATCA-1 ACTTCCGGTACTGCGC-1 
##                  7                  1                  6                  9 
## ACTTCCGTCTCCCATG-1 ACTTCGCCAGGTTCAT-1 ACTTCGCGTAGAGACC-1 ACTTTGTAGACGCTCC-1 
##                  9                  0                  5                  6 
## ACTTTGTAGTAAATGC-1 ACTTTGTGTAGAATGT-1 AGAAATGCAACATACC-1 AGAAATGGTCATCGGC-1 
##                  1                  1                  5                  9 
## AGAAATGGTTCAGGTT-1 AGAACAAAGAGTGTGC-1 AGAACAAAGGGCAATC-1 AGAACCTGTAGACGGT-1 
##                  0                  8                  1                  5 
## AGAACCTGTGCCTTTC-1 AGAACCTTCAGTCTTT-1 AGAAGTAAGAAGCGCT-1 AGAAGTACATCATCCC-1 
##                 10                  9                  8                  5 
## AGAAGTACATGGGCAA-1 AGACAAACATCGCCTT-1 AGACAAATCCCGAATA-1 AGACACTGTAACCCTA-1 
##                 10                 13                  2                  1 
## AGACACTTCCTACCAC-1 AGACAGGCATCGTGCG-1 AGACAGGGTACCCGCA-1 AGACCATAGCGACCCT-1 
##                  6                  5                 14                  6 
## AGACCATGTTTACTTC-1 AGACCCGCAAATGAAC-1 AGACCCGTCGAACACT-1 AGACCCGTCGTTGTTT-1 
##                 10                  4                  1                  0 
## AGACTCAAGATGTTCC-1 AGACTCAGTCGTTGCG-1 AGAGAATCAACTGGTT-1 AGAGAATGTAGGACCA-1 
##                  4                  4                  1                  9 
## AGAGAATTCCCGTGTT-1 AGAGAGCGTTCGTGCG-1 AGAGAGCTCAGATGCT-1 AGAGCAGAGGTTCTTG-1 
##                  2                  4                  1                  0 
## AGAGCAGAGTTTGGCT-1 AGAGCAGCAAGGACAC-1 AGAGCAGCAGCACCCA-1 AGAGCAGGTGATGTAA-1 
##                  1                  5                  5                  8 
## AGAGCCCAGCCACAAG-1 AGATAGAAGGATGTTA-1 AGATCCAAGCCTCGTG-1 AGATCCACACCCTATC-1 
##                  0                  0                  0                  4 
## AGATCCATCAGCTTCC-1 AGATCGTAGTTAGAAC-1 AGATCGTCATTGAGCT-1 AGATCGTGTAGCGAGT-1 
##                  1                  3                  1                  1 
## AGATGAATCAAACGAA-1 AGATGCTAGCATCAAA-1 AGATGCTAGGTGCAGT-1 AGATGCTAGTAGAGTT-1 
##                  1                  1                  1                 14 
## AGATGCTCATGTCAGT-1 AGATGCTGTACTCGCG-1 AGCATCAGTCCTGTTC-1 AGCCAATAGGGTATAT-1 
##                  6                  2                  2                  3 
## AGCCAATGTCATTCCC-1 AGCCACGGTCGAAGCA-1 AGCCACGGTGTCCAAT-1 AGCCAGCGTTAGGCTT-1 
##                 10                  4                  4                  5 
## AGCGCCAAGAGGGCGA-1 AGCGCCACATAATCGC-1 AGCGCCAGTATAGCTC-1 AGCGCTGTCACATACG-1 
##                  6                  1                  6                 11 
## AGCGTATAGACTTCAC-1 AGCGTATCAAATTGGA-1 AGCGTATGTTGCCATA-1 AGCGTATTCTGGCCGA-1 
##                  4                  2                  2                 11 
## AGCGTCGCATATCGGT-1 AGCTACAGTCGGATTT-1 AGCTACAGTCTCGACG-1 AGCTACATCGTCAAAC-1 
##                  7                  0                 11                  0 
## AGCTCAAAGCAGATAT-1 AGCTCAAAGTCTGTAC-1 AGCTCAACACCTTCGT-1 AGCTCAATCCCAGTGG-1 
##                  1                 12                 11                  9 
## AGCTCAATCGTTCGCT-1 AGCTTCCAGAAGCTCG-1 AGCTTCCAGGCGCTTC-1 AGCTTCCAGGTGCCTC-1 
##                  4                  5                  4                  1 
## AGCTTCCTCAAGATAG-1 AGCTTCCTCGTGTTCC-1 AGGAAATAGAAGCTGC-1 AGGAAATTCATTCCTA-1 
##                  2                 11                  8                 14 
## AGGAATATCTGTAACG-1 AGGACGACATGGGAAC-1 AGGACTTAGCGGACAT-1 AGGACTTAGTCCTACA-1 
##                  7                  9                  2                  7 
## AGGACTTCAGAGGACT-1 AGGAGGTAGGAGCAAA-1 AGGAGGTGTTATGGTC-1 AGGAGGTTCTCGCTTG-1 
##                  5                  0                  0                  2 
## AGGATAAGTGTAGCAG-1 AGGATAATCAATCTTC-1 AGGATCTAGACGTCCC-1 AGGATCTAGTGGGAAA-1 
##                  5                  9                  1                  3 
## AGGATCTCAACGATCT-1 AGGCCACAGTTCATCG-1 AGGCCACCATCAGTCA-1 AGGCCACCATGGGTCC-1 
##                 11                  8                 14                  0 
## AGGCTGCAGAGAGGGC-1 AGGGAGTAGCTCGTGC-1 AGGGCCTAGTACAACA-1 AGGGCCTAGTTGCATC-1 
##                  4                 10                 14                  3 
## AGGGCCTCAGATTAAG-1 AGGGCCTTCCGTTGAA-1 AGGGCCTTCGTAGGGA-1 AGGGCTCAGGACCCAA-1 
##                  8                  2                  0                  1 
## AGGGCTCCAGCTCCTT-1 AGGGCTCGTAGCGCCT-1 AGGGCTCTCTCGACGG-1 AGGGTCCCACAATCTG-1 
##                  0                  4                  0                  6 
## AGGGTCCTCGTTACCC-1 AGGGTGAAGCATACTC-1 AGGTAGGCACGTAACT-1 AGGTAGGGTACGTACT-1 
##                 11                  0                  1                  1 
## AGGTAGGGTGAGCCAA-1 AGGTCATGTCTGTAGT-1 AGGTCATGTTCCATTT-1 AGGTCTACACTAGGCC-1 
##                 12                  4                  8                 13 
## AGGTCTATCGATTTCT-1 AGGTCTATCTGGTTGA-1 AGGTGTTTCTCCAATT-1 AGGTTACCAGATACCT-1 
##                  6                  5                  9                  4 
## AGGTTACGTACAGGTG-1 AGGTTACGTCCTTTGC-1 AGTAACCCAGACTGCC-1 AGTAACCGTGGCCACT-1 
##                  7                  4                  2                  9 
## AGTACCAAGACAGCTG-1 AGTACCACAGCCATTA-1 AGTACCAGTCGCGTTG-1 AGTACTGAGGGTTTCT-1 
##                  4                  4                  1                  0 
## AGTACTGCACTTGACA-1 AGTACTGGTATGGTAA-1 AGTAGTCGTGAGTGAC-1 AGTAGTCGTTGTGTTG-1 
##                  8                  0                 10                  3 
## AGTCAACAGAGTGTGC-1 AGTCAACAGGCCATAG-1 AGTCAACCACTAACCA-1 AGTCAACGTTCGAGCC-1 
##                  6                  4                  2                  4 
## AGTCAACTCTTTGGAG-1 AGTCACAAGCGATGAC-1 AGTCATGCAGCACAAG-1 AGTCATGTCTCCCAAC-1 
##                  4                 11                 11                  9 
## AGTCTCCCATGCCGAC-1 AGTCTCCCATGGACAG-1 AGTGATCAGGACGCTA-1 AGTGATCGTGTTACAC-1 
##                  6                 10                  3                  3 
## AGTGATCTCACTGTTT-1 AGTGCCGTCCCTGTTG-1 AGTTAGCGTTAGGACG-1 AGTTCCCGTTACCGTA-1 
##                  3                  9                  5                  1 
## ATACCGATCCGTAGTA-1 ATACCTTCAAAGGATT-1 ATACCTTGTCGATTCA-1 ATACCTTTCTAGAGCT-1 
##                  6                  4                  7                  0 
## ATACCTTTCTCCCATG-1 ATACTTCAGGGTGAAA-1 ATAGACCCACTCGATA-1 ATAGACCGTCATCGCG-1 
##                  9                  4                  5                  0 
## ATAGACCTCATGCCAA-1 ATAGAGACAAGAATGT-1 ATAGGCTGTAACGCGA-1 ATAGGCTTCTAGCCAA-1 
##                  0                  7                  5                  1 
## ATATCCTCAGGCGATA-1 ATCACAGCACCGTGCA-1 ATCACAGCACGATAGG-1 ATCACGAAGGTACAAT-1 
##                  0                  9                 11                  6 
## ATCACGACAAAGGCGT-1 ATCACGATCGCTAGCG-1 ATCACTTAGGGTTTCT-1 ATCACTTTCCTAAGTG-1 
##                  3                  0                  7                  1 
## ATCAGGTAGGGTGGGA-1 ATCATTCAGCAGGTCA-1 ATCATTCCATAGACTC-1 ATCATTCGTGACTAAA-1 
##                 11                  2                  3                  0 
## ATCATTCGTTCGTTCC-1 ATCCACCAGAGTTCGG-1 ATCCACCCAGGTACGA-1 ATCCACCCAGTGGCTC-1 
##                  0                  5                 13                 13 
## ATCCACCGTCATCCCT-1 ATCCACCGTGTGACCC-1 ATCCATTCAAGCGATG-1 ATCCATTGTGCCCGTA-1 
##                  7                  3                 11                  5 
## ATCCATTTCGGCATAT-1 ATCCCTGAGGTAAGGA-1 ATCCCTGCAGCACCCA-1 ATCCCTGCATGTGACT-1 
##                  2                 10                  4                  1 
## ATCCCTGTCCGTAGGC-1 ATCCCTGTCCTCTAGC-1 ATCCCTGTCTGAGATC-1 ATCCGTCCAAGCTGTT-1 
##                  4                  9                  6                 12 
## ATCCGTCGTCTGTAGT-1 ATCCGTCGTCTTGGTA-1 ATCCGTCTCTGAATGC-1 ATCCTATAGTCGGGAT-1 
##                  0                  3                  9                  7 
## ATCCTATCAAGTGATA-1 ATCCTATTCGTGCATA-1 ATCGATGAGTTAACAG-1 ATCGATGCACCAGACC-1 
##                  2                  1                  0                  0 
## ATCGATGGTGGGAGAG-1 ATCGATGGTTGGGATG-1 ATCGATGTCTCATTAC-1 ATCGCCTCAATGTCAC-1 
##                  1                  6                  3                  0 
## ATCGGATAGCAATAGT-1 ATCGGATGTAGTATAG-1 ATCGTCCAGTATAGGT-1 ATCGTCCCAAGACCTT-1 
##                 10                  0                  8                  2 
## ATCGTCCCACCGTACG-1 ATCTCTAGTTTCGTAG-1 ATCTTCACACAATCTG-1 ATCTTCACACGCCACA-1 
##                  2                  3                  9                  5 
## ATCTTCACAGACCCGT-1 ATCTTCAGTATTGACC-1 ATGAAAGCATTGCTTT-1 ATGAAAGGTCAACACT-1 
##                  0                  3                  7                  3 
## ATGAAAGTCAAAGAAC-1 ATGAAAGTCAGGGTAG-1 ATGAAAGTCATCTACT-1 ATGAAAGTCTCTTAAC-1 
##                  3                  2                  7                  0 
## ATGACCAAGCGCGTTC-1 ATGACCAAGGAACTCG-1 ATGACCACAAGTGCAG-1 ATGACCACATTCACAG-1 
##                  2                 13                  0                 12 
## ATGACCAGTCGTTGCG-1 ATGACCATCCCGAACG-1 ATGAGGGGTACCTAAC-1 ATGAGTCCAAAGACGC-1 
##                  5                 14                  4                  9 
## ATGAGTCTCTGTACAG-1 ATGATCGTCAAATGAG-1 ATGCATGTCCTCCACA-1 ATGCCTCAGGTGCTGA-1 
##                  0                  1                  4                  8 
## ATGCCTCTCACGGGAA-1 ATGCGATTCGTTCTCG-1 ATGGAGGAGGACATCG-1 ATGGAGGAGTAGGAAG-1 
##                  0                 11                  3                  4 
## ATGGATCCAGGAATCG-1 ATGGATCGTGTAGGAC-1 ATGGATCTCCATCCGT-1 ATGGGAGGTCGAATTC-1 
##                  3                  3                  1                  4 
## ATGGGAGGTGGTGATG-1 ATGGGTTAGCAACCAG-1 ATGGTTGGTCAACACT-1 ATGGTTGGTTATCTGG-1 
##                  9                  0                  1                 13 
## ATGGTTGTCAAGCTGT-1 ATGGTTGTCCCGATCT-1 ATGGTTGTCCGCTAGG-1 ATGTCTTCAACACAAA-1 
##                  6                  2                  2                  3 
## ATGTCTTCACGGTCTG-1 ATGTCTTCACTGATTG-1 ATGTCTTCATCGCTAA-1 ATGTCTTGTCATTCCC-1 
##                  5                 10                  0                 12 
## ATGTCTTTCGTACACA-1 ATTACCTTCGCCATAA-1 ATTACTCTCCGGCTTT-1 ATTATCCAGACATAGT-1 
##                  3                 14                  7                  0 
## ATTATCCGTATCGATC-1 ATTATCCTCCCAAGTA-1 ATTCATCAGGGTAGCT-1 ATTCCATTCCGTCCTA-1 
##                  0                  0                  3                  2 
## ATTCCTAGTTCGAAGG-1 ATTCCTATCTAGGCCG-1 ATTCGTTCAGAGTAAT-1 ATTCGTTTCGAGAATA-1 
##                  3                  7                  1                  0 
## ATTCTACAGCTCGAAG-1 ATTCTACTCACCGGGT-1 ATTCTTGAGGCAGGGA-1 ATTCTTGTCAACCTCC-1 
##                  6                  1                  8                 10 
## ATTGGGTAGACCCGCT-1 ATTGGGTCACACACTA-1 ATTGGGTGTGAACGGT-1 ATTGGGTTCGTAGGGA-1 
##                  4                  9                  4                  1 
## ATTGTTCCACCTGATA-1 ATTGTTCCATCGAAGG-1 ATTGTTCGTCCACGCA-1 ATTGTTCTCACCGACG-1 
##                  4                  0                  6                  8 
## ATTGTTCTCTCCATAT-1 ATTTACCAGGGCGAGA-1 ATTTACCAGTACTGTC-1 ATTTACCGTTGCATTG-1 
##                  3                  8                  2                  7 
## ATTTCACAGTCCCAGC-1 ATTTCACGTTGGTAGG-1 ATTTCTGAGAGCACTG-1 CAAAGAAGTGCCTACG-1 
##                  1                 13                  8                  8 
## CAAAGAATCGTAGTGT-1 CAACAACAGTAGAGTT-1 CAACAACTCTGACAGT-1 CAACAACTCTTACCAT-1 
##                 13                 13                  4                  8 
## CAACAGTCAAGGACAC-1 CAACAGTTCTCCCATG-1 CAACCAAAGATCCAAA-1 CAACCAAAGTGCACTT-1 
##                  4                  9                  4                 12 
## CAACCAACATCGAGCC-1 CAACCTCAGTGCAACG-1 CAACCTCGTATTTCGG-1 CAACCTCGTTGTCAGT-1 
##                  9                 12                 11                  5 
## CAACGATAGATTGTGA-1 CAACGATCAACGTATC-1 CAACGATGTGCCGTTG-1 CAACGATGTTATGACC-1 
##                  1                  8                  2                  5 
## CAACGATGTTTCACTT-1 CAACGATTCCACTGGG-1 CAACGATTCCCGTGAG-1 CAACGATTCCGAAGGA-1 
##                  4                 13                  1                  2 
## CAACGGCAGATCGGTG-1 CAACGGCGTAACACCT-1 CAACGGCTCCGAGTGC-1 CAAGACTCACTGAGTT-1 
##                  2                  9                  4                  0 
## CAAGAGGAGCTACAAA-1 CAAGAGGCAACACGAG-1 CAAGAGGCAAGCGCTC-1 CAAGAGGGTGGGACAT-1 
##                 13                  7                  9                  5 
## CAAGCTAAGACGGAAA-1 CAAGCTAGTCTCCTGT-1 CAAGCTAGTGCATGTT-1 CAAGCTATCCTTCGAC-1 
##                  1                  8                  2                  0 
## CAAGGGAAGAGTTGCG-1 CAAGGGACACCGGAAA-1 CAAGGGACACGTGAGA-1 CAAGGGAGTAAGAACT-1 
##                 12                  0                  6                  1 
## CAAGGGATCTTCGTAT-1 CAATACGCACGCGTGT-1 CAATACGGTTACAGCT-1 CAATACGTCACACCCT-1 
##                 11                  4                  4                  1 
## CAATCGACAATTGAAG-1 CAATGACAGGTTGCCC-1 CAATGACCAAATAAGC-1 CAATGACCATATTCGG-1 
##                  3                  8                  3                  5 
## CAATTTCCAGTCAGAG-1 CAATTTCTCCTTCAGC-1 CACAACACATGACTCA-1 CACACAACACCCTATC-1 
##                  3                  4                  1                  2 
## CACACAACAGGCTATT-1 CACAGATAGATAGCAT-1 CACAGATTCCTAACAG-1 CACAGGCTCTGTCCGT-1 
##                  4                  4                  5                  2 
## CACATGAAGAGGATGA-1 CACATGAGTGCGTTTA-1 CACCAAACATATGGCT-1 CACCAAAGTAATCAGA-1 
##                  5                  1                  4                 14 
## CACCGTTCATTAGGCT-1 CACCGTTGTCCAGGTC-1 CACCGTTTCACTCACC-1 CACCGTTTCTAGACCA-1 
##                  3                  1                  3                 12 
## CACGTGGGTCTGATCA-1 CACTGAACATATCTGG-1 CACTGAATCGATGCAT-1 CACTGGGAGCTACTGT-1 
##                  3                 10                 11                  3 
## CACTGGGGTAATGTGA-1 CACTGGGTCGCTCCTA-1 CACTGTCAGGCACTCC-1 CACTGTCCATTAGGAA-1 
##                  5                  4                 13                  8 
## CACTTCGGTAAGTTGA-1 CACTTCGTCAGCATTG-1 CAGATACAGGAACGAA-1 CAGATACGTAGGAGTC-1 
##                  2                  3                  2                  2 
## CAGATACGTGCACATT-1 CAGATCAAGTTCACTG-1 CAGATCACAAGGTACG-1 CAGATTGAGCGCCATC-1 
##                  0                  1                  4                  7 
## CAGCAATGTGAGCAGT-1 CAGCAGCCAGAGTAAT-1 CAGCAGCGTATCACGT-1 CAGCCAGAGCTGGAGT-1 
##                 10                  4                  4                  2 
## CAGCCAGCACATCCCT-1 CAGCCAGCATCGGAGA-1 CAGCCAGGTTCAAGGG-1 CAGCCAGTCAGTGGGA-1 
##                  5                 13                  6                 12 
## CAGCGTGAGCTTGTGT-1 CAGCGTGCACCCATAA-1 CAGCGTGGTTGCATGT-1 CAGCGTGGTTGCTCGG-1 
##                 11                  5                  0                 11 
## CAGGCCACACGAAGAC-1 CAGGCCACAGGTCAAG-1 CAGGGCTAGAGAGCAA-1 CAGGGCTTCATTCACT-1 
##                  1                  2                  5                  3 
## CAGGTATCATGGCCCA-1 CAGTGCGCAAGAATGT-1 CAGTGCGCACATACGT-1 CAGTGCGGTCATTCCC-1 
##                  5                  9                  7                 10 
## CAGTTAGGTAATCAGA-1 CAGTTAGTCACGTAGT-1 CAGTTCCCACCTGAAT-1 CAGTTCCGTGCATGTT-1 
##                  2                  8                  0                  3 
## CAGTTCCGTGTTTACG-1 CATAAGCGTATGGAAT-1 CATACAGCACAATGTC-1 CATACAGGTTGGAGAC-1 
##                  3                  0                 10                  5 
## CATACTTCAAGAGATT-1 CATACTTCACTGAGGA-1 CATACTTGTCACCGCA-1 CATACTTGTCCCTGTT-1 
##                  0                  3                 11                  9 
## CATAGACAGGGTGGGA-1 CATAGACGTAGATCGG-1 CATAGACGTCAATGGG-1 CATCAAGCATAGATGA-1 
##                  1                 10                  0                  8 
## CATCAAGTCGCTATTT-1 CATCCACAGAAGCGCT-1 CATCCACAGCGTGCTC-1 CATCCCACATGAAGGC-1 
##                  7                  0                  1                  5 
## CATCCGTGTAGGAGGG-1 CATCGCTCAGGGATAC-1 CATCGGGAGAGCAAGA-1 CATCGGGAGGCAGCTA-1 
##                  6                  5                  0                  4 
## CATCGGGTCTCGCGTT-1 CATCGTCAGAAGCGCT-1 CATCGTCTCCGGCAGT-1 CATGAGTAGTTCGGTT-1 
##                  0                  3                  1                 12 
## CATGAGTTCTTCCGTG-1 CATGCAATCTCGCCTA-1 CATGCCTCACTTGAGT-1 CATGCCTCAGTGGTGA-1 
##                  5                  5                  1                  3 
## CATGCGGTCTAGCAAC-1 CATGCTCGTTGTACGT-1 CATGCTCTCTGAGCAT-1 CATGGATAGAGTAACT-1 
##                  5                 12                  0                  8 
## CATGGATAGAGTCTGG-1 CATGGATAGGTAGACC-1 CATGGATCATCTTCGC-1 CATGGATGTAGATTGA-1 
##                  0                  0                  7                  1 
## CATGGATTCCAGTTCC-1 CATGGTACAAATCAAG-1 CATGGTACACCAGTTA-1 CATGGTATCATCCTGC-1 
##                  2                  3                  6                  3 
## CATTCTAGTAGAATAC-1 CATTGAGTCCCGAGTG-1 CATTGCCCAGATGCGA-1 CATTGTTAGATGGTAT-1 
##                  1                  4                  0                  5 
## CATTGTTAGCTTTGTG-1 CATTGTTCAGCTGGTC-1 CATTGTTGTTGCTAGT-1 CATTTCAGTAATGATG-1 
##                  2                  9                  6                  5 
## CATTTCAGTAGCTTGT-1 CATTTCAGTCGAAGCA-1 CATTTCATCACTTATC-1 CCAAGCGGTAGCCCTG-1 
##                  3                  5                  8                  9 
## CCAATGAAGATGCGAC-1 CCAATGAAGGAACTAT-1 CCAATGAGTGAGTAGC-1 CCAATGATCTGCTGAA-1 
##                 13                 11                 10                  1 
## CCAATTTCAGAAGTTA-1 CCAATTTGTGTCGCTG-1 CCACAAACATGCGGTC-1 CCACACTGTATCGAGG-1 
##                  3                 12                 12                  1 
## CCACACTGTGTGAATA-1 CCACCATAGAATTTGG-1 CCACCATAGTATAACG-1 CCACGAGGTCGGTGAA-1 
##                 13                 10                  0                  6 
## CCACGAGTCGAGAAGC-1 CCACGAGTCGCCTATC-1 CCACGAGTCTTAGCCC-1 CCACGTTTCCATCAGA-1 
##                 11                  2                  6                  7 
## CCACGTTTCTATCCAT-1 CCACTTGAGGGTACAC-1 CCACTTGCAATTCTCT-1 CCACTTGTCACTAGCA-1 
##                  0                  1                  3                  1 
## CCACTTGTCTGAGATC-1 CCATAAGCATCCGAGC-1 CCATCACCAACCGATT-1 CCCAACTAGTTTGTCG-1 
##                  1                  4                  2                  3 
## CCCAACTTCCCGAAAT-1 CCCATTGCAAATCGTC-1 CCCGAAGAGACAACAT-1 CCCGAAGAGTGAGTGC-1 
##                  7                  4                  2                  5 
## CCCGAAGTCAGTCATG-1 CCCGAAGTCCGATGCG-1 CCCGGAACAACTAGAA-1 CCCGGAACATGTGGTT-1 
##                  8                 11                 12                  1 
## CCCTAACAGGATCACG-1 CCCTAACCACAGTCAT-1 CCCTAACCATTAAAGG-1 CCCTAACGTGTTCAGT-1 
##                  2                  1                  0                 12 
## CCCTAACTCATCTACT-1 CCCTAACTCTGCGGAC-1 CCCTCAAAGCCTCTGG-1 CCCTCAACAACTTGCA-1 
##                 12                 13                 11                  9 
## CCCTCAAGTGACACGA-1 CCCTCAATCCCATAAG-1 CCCTCAATCCCTTCCC-1 CCCTCAATCGCAGTGC-1 
##                  8                  2                  6                  4 
## CCCTCTCGTGAGATAT-1 CCCTGATCAGCTGTAT-1 CCCTGATTCTCAAAGC-1 CCCTTAGGTCTCTCTG-1 
##                 11                  4                  4                  3 
## CCCTTAGTCATGGCCG-1 CCCTTAGTCGCCATAA-1 CCCTTAGTCGTTCATT-1 CCGAACGGTAAGCTCT-1 
##                  7                  4                 12                  7 
## CCGATCTCACGCGTCA-1 CCGATCTGTCAATCTG-1 CCGATCTTCAGAGTTC-1 CCGATGGGTTGGGCCT-1 
##                  3                  8                  1                  6 
## CCGATGGTCCGGGACT-1 CCGCAAGCAGACCTGC-1 CCGCAAGGTGTTGATC-1 CCGGACAAGAGTGTTA-1 
##                  5                  3                  0                 10 
## CCGGACAAGGTTTGAA-1 CCGGGTAAGTGTAGAT-1 CCGGTAGCAAACACCT-1 CCGGTGAAGGCCACCT-1 
##                 10                  0                  8                  3 
## CCGGTGACACAACCGC-1 CCGGTGAGTCAAAGAT-1 CCGTGAGAGATTACCC-1 CCGTGAGCAAGCCTGC-1 
##                 12                  2                  0                  1 
## CCGTGAGCAGAGGAAA-1 CCGTGAGCATCCGCGA-1 CCGTGAGGTCCGTACG-1 CCGTTCATCAGATTGC-1 
##                 11                  2                  4                  2 
## CCTAACCTCACTACGA-1 CCTAAGAAGAGGTCGT-1 CCTAAGACAGTAGGAC-1 CCTAAGACAGTGTGGA-1 
##                  2                  8                  1                  2 
## CCTAAGACAGTTGGTT-1 CCTAAGACATGGCCCA-1 CCTAAGAGTATTTCCT-1 CCTACGTAGCGAGGAG-1 
##                  3                  6                  0                  0 
## CCTACGTAGTGGCCTC-1 CCTACGTCACCGTGGT-1 CCTACGTCACGCGTCA-1 CCTACGTTCAAACTGC-1 
##                  2                  9                  2                  7 
## CCTATCGAGTATTGCC-1 CCTATCGCAGTTGAAA-1 CCTATCGGTGGTTCTA-1 CCTCAACAGATTGGGC-1 
##                  1                 12                  9                  0 
## CCTCAACTCGCACGAC-1 CCTCAACTCTCTGCTG-1 CCTCACAAGACCAGAC-1 CCTCACAAGCTGGCCT-1 
##                 13                  0                  4                  4 
## CCTCAGTCAACATACC-1 CCTCAGTCATCCTATT-1 CCTCAGTCATCGGATT-1 CCTCAGTCATGGGAAC-1 
##                  9                  2                  6                  5 
## CCTCATGCACTTCATT-1 CCTCATGTCGTTCCCA-1 CCTCCAACAAGCTCTA-1 CCTCCAACACTGCACG-1 
##                  1                 13                 11                  0 
## CCTCCAAGTGCCTGCA-1 CCTCCTCAGTCGAAGC-1 CCTCCTCTCACTTGTT-1 CCTCCTCTCATCCTAT-1 
##                  7                  1                  7                 11 
## CCTCTAGAGAGCCATG-1 CCTCTAGCATGCAGGA-1 CCTCTCCCAGTGGGTA-1 CCTCTCCCATCAGCGC-1 
##                  0                  8                  4                  5 
## CCTCTCCGTGACCGTC-1 CCTCTCCTCGTGGGAA-1 CCTGCATAGCTAAACA-1 CCTGCATCAGTCGTTA-1 
##                  1                  6                  1                  1 
## CCTGCATGTCAGACGA-1 CCTGCATTCGATTCCC-1 CCTGCATTCTCCAATT-1 CCTTCAGCACGTCTCT-1 
##                 11                  3                  2                  3 
## CCTTCAGCAGCTACTA-1 CCTTGTGAGCGTGCTC-1 CCTTGTGCAAGCAGGT-1 CCTTGTGCAGATCATC-1 
##                 13                  0                  6                  0 
## CCTTGTGGTCGCATGC-1 CCTTGTGTCACCTGGG-1 CCTTGTGTCCACGTCT-1 CCTTGTGTCGTTCCTG-1 
##                  1                  3                  4                  3 
## CCTTTGGAGAGCAGCT-1 CCTTTGGAGGGCTTCC-1 CCTTTGGGTCACAGTT-1 CCTTTGGTCAGCTTCC-1 
##                  0                 12                  2                  0 
## CCTTTGGTCTCGGTAA-1 CGAAGGAAGGATATAC-1 CGAAGGATCTGGGCCA-1 CGAATTGAGTGCTCAT-1 
##                  4                  1                  1                 12 
## CGAATTGCATTCTCTA-1 CGAATTGGTTGTGTTG-1 CGACAGCAGTCAGCGA-1 CGAGAAGGTGACAGCA-1 
##                 14                  4                  3                  0 
## CGAGGAAAGGCAGGTT-1 CGAGGAAGTAGTGCGA-1 CGAGGCTGTCCGTACG-1 CGAGGCTTCTTCTTCC-1 
##                  0                  0                  2                  9 
## CGAGTGCAGAAACTGT-1 CGAGTGCAGCGCTTCG-1 CGAGTGCCAACTAGAA-1 CGAGTGCGTGGCTTGC-1 
##                 13                  3                  2                  7 
## CGAGTGCGTTCGGTTA-1 CGAGTTAAGCGACCCT-1 CGAGTTAAGCGCACAA-1 CGAGTTAGTGTGTCCG-1 
##                  2                 10                  2                  1 
## CGAGTTAGTTATCTGG-1 CGAGTTATCATGCCCT-1 CGAGTTATCTGTCGTC-1 CGATCGGAGATGCGAC-1 
##                  4                  1                  4                  8 
## CGATCGGAGTCCCGAC-1 CGATCGGTCCCTCAAC-1 CGATCGGTCGGACTTA-1 CGATGCGTCTTAGCAG-1 
##                  4                  3                  7                  2 
## CGATGGCAGGTCTACT-1 CGATGGCAGTACCGGA-1 CGATGGCCACTGGCGT-1 CGCAGGTCACTGGCGT-1 
##                  3                 13                  3                  1 
## CGCATAAGTTCTCCCA-1 CGCATAATCTCCCATG-1 CGCATGGAGATGTTAG-1 CGCATGGAGCCTAGGA-1 
##                  4                  9                 13                  8 
## CGCCAGATCGGTGAAG-1 CGCCATTGTTGGATCT-1 CGGAACCCAGGCTTGC-1 CGGAACCGTGAGTAAT-1 
##                  7                  5                 13                 10 
## CGGAACCTCTTAATCC-1 CGGAATTTCTCCTACG-1 CGGAGAAAGCGCCTTG-1 CGGAGAACAGGACATG-1 
##                  2                  3                  2                  0 
## CGGAGAACAGTTGGTT-1 CGGGACTTCAAATAGG-1 CGGGCATCACCACATA-1 CGGGTCAGTCAGTCGC-1 
##                  4                  0                  7                  4 
## CGGGTCATCGTTCTCG-1 CGGGTGTAGTTGAATG-1 CGGTCAGAGTCGGCAA-1 CGGTCAGCAGAGCGTA-1 
##                  5                  7                  5                 11 
## CGGTCAGTCATGGCCG-1 CGTAAGTGTACTGGGA-1 CGTAAGTTCAATCTTC-1 CGTAATGGTTAGGCCC-1 
##                 11                  3                  4                  5 
## CGTAATGTCGGCATCG-1 CGTAGTACAGTTAGGG-1 CGTCAAACAGTCAACT-1 CGTCAAAGTCATAGTC-1 
##                 11                  0                  9                  1 
## CGTCCATAGAACCGCA-1 CGTCCATAGGCATGCA-1 CGTCCATAGTCAGCCC-1 CGTCCATTCACTACGA-1 
##                 11                  3                  2                  1 
## CGTGAATGTCCATACA-1 CGTGATAAGACATCCT-1 CGTGCTTCACTGGAAG-1 CGTGCTTGTGTCCACG-1 
##                 13                  4                  0                  5 
## CGTGCTTGTTGGCTAT-1 CGTGTCTCAAAGCTAA-1 CGTGTCTCAGGTGGAT-1 CGTGTCTCATCTCAAG-1 
##                  8                  7                  0                 10 
## CGTGTCTGTCACAATC-1 CGTGTCTTCGGCTTGG-1 CGTTAGATCGAGTCTA-1 CGTTCTGCACAGAAGC-1 
##                  0                 12                 13                  6 
## CGTTCTGCAGAGTTGG-1 CGTTCTGGTCAGTCCG-1 CGTTCTGGTGGCTCTG-1 CGTTGGGAGCCGATCC-1 
##                  8                  6                  1                  2 
## CGTTGGGGTGACCTGC-1 CGTTGGGTCAGATTGC-1 CTAACCCAGTCATTGC-1 CTAACCCCACGTTGGC-1 
##                  0                  9                  4                  1 
## CTAACTTAGGGAACAA-1 CTAACTTAGGTATAGT-1 CTAACTTCACATTGTG-1 CTAAGTGAGGTAGCAC-1 
##                  3                  5                  3                  1 
## CTAAGTGCAGCGCTTG-1 CTAAGTGGTCATGCAT-1 CTAAGTGGTCCTGTTC-1 CTAAGTGGTGGCAACA-1 
##                  6                 10                  9                  0 
## CTAAGTGTCGCCAACG-1 CTAAGTGTCGTTGTTT-1 CTACAGAAGTAAGACT-1 CTACAGAGTCTACACA-1 
##                  8                  0                 12                  3 
## CTACAGAGTGTGTCGC-1 CTACAGATCAGCACCG-1 CTACATTAGGTGCTAG-1 CTACATTTCTCTAAGG-1 
##                 11                  7                  9                  2 
## CTACCTGAGTTGGGAC-1 CTACGGGCAACCGTGC-1 CTACGGGCATGGACAG-1 CTACGGGGTACATTGC-1 
##                  1                  5                  1                  3 
## CTACGGGTCTCTTAAC-1 CTACTATAGCTAGCCC-1 CTAGACACATCCTTCG-1 CTAGGTAAGTGAGTTA-1 
##                  8                  4                  2                  2 
## CTAGGTAGTGATTAGA-1 CTAGGTATCGAGAACG-1 CTATAGGAGAGCAGAA-1 CTATAGGCAGCACAGA-1 
##                  1                  4                  3                  0 
## CTATAGGGTCAGCGTC-1 CTATAGGGTCCCACGA-1 CTATAGGGTTTCGACA-1 CTATAGGTCAAGCTTG-1 
##                  1                  7                  3                  4 
## CTATCCGGTGACGTCC-1 CTATCCGTCGTCTAAG-1 CTATCCGTCTCGTCGT-1 CTATCTAGTTCTCCAC-1 
##                  4                  5                 14                  4 
## CTCAACCCATCCGTGG-1 CTCAAGATCAAGCTGT-1 CTCAATTAGATAGCAT-1 CTCAATTGTAGACTGG-1 
##                  2                  0                  6                  0 
## CTCAATTGTCATTCCC-1 CTCAATTTCGTTCTGC-1 CTCACTGCAGTCTTCC-1 CTCACTGTCATCGCTC-1 
##                  4                  7                  0                  0 
## CTCACTGTCTGACGCG-1 CTCAGAAAGCCACCGT-1 CTCAGAAGTAATGCTC-1 CTCAGAATCCGTTGGG-1 
##                  3                  3                 12                  9 
## CTCAGGGAGATAGCAT-1 CTCAGGGGTACCCAGC-1 CTCAGGGTCATGGTAC-1 CTCAGTCCAACCGCTG-1 
##                  3                  6                  4                  1 
## CTCATCGCAACATACC-1 CTCATCGCAGCAGTGA-1 CTCATCGGTCGTGCCA-1 CTCATCGGTTGAATCC-1 
##                  6                  7                  0                  0 
## CTCATGCAGCCTAACT-1 CTCATGCGTTAATCGC-1 CTCATTAAGAATTGCA-1 CTCATTAAGTTTGTCG-1 
##                  4                  0                 14                  0 
## CTCATTACAACCACGC-1 CTCATTAGTTCATCTT-1 CTCATTATCAGTAGGG-1 CTCATTATCGGCATTA-1 
##                 12                  1                  3                  0 
## CTCCAACCACACCTAA-1 CTCCACATCTCCCATG-1 CTCCATGAGCGTGAAC-1 CTCCCAACAGACTCTA-1 
##                  1                  9                  3                  3 
## CTCCCAAGTACTAACC-1 CTCCCAATCTTCGGTC-1 CTCCCTCAGATCCGAG-1 CTCCCTCCAACTTCTT-1 
##                  0                  3                  0                  1 
## CTCCCTCCATCTCAAG-1 CTCCGATAGTACCATC-1 CTCCGATGTAGGGAGG-1 CTCCTCCAGGTTAAAC-1 
##                  2                  0                  1                  0 
## CTCCTCCCATGACGAG-1 CTCCTTTAGCACCGTC-1 CTCCTTTAGGAACTAT-1 CTCCTTTCACGGCGTT-1 
##                  1                  7                  2                  6 
## CTCCTTTGTTTACCTT-1 CTCCTTTTCCTACGGG-1 CTCGAGGCACGTGTGC-1 CTCGAGGCAGTCGGAA-1 
##                  2                 12                  7                  4 
## CTCGAGGGTCGCAGTC-1 CTCTCAGAGTTTGCTG-1 CTCTCAGTCACCGGGT-1 CTCTCGACAGAACTTC-1 
##                  1                  7                  3                  5 
## CTCTCGAGTCGTGATT-1 CTCTCGAGTGACTAAA-1 CTCTGGTAGCCAGAGT-1 CTCTGGTCAGAAACCG-1 
##                  0                  2                  1                  9 
## CTCTGGTGTGCGTTTA-1 CTCTGGTTCGATGCAT-1 CTGAATGAGTTCATCG-1 CTGAATGCACGACCTG-1 
##                  8                  0                  4                  0 
## CTGAATGCACGCAAAG-1 CTGAGCGTCTTCTCAA-1 CTGAGGCGTGTTCGTA-1 CTGCAGGAGTCTGCAT-1 
##                  0                  3                  7                  3 
## CTGCAGGGTATGTCAC-1 CTGCATCAGACATAGT-1 CTGCATCCACAGCTGC-1 CTGCATCCAGGTGTGA-1 
##                  2                  5                 10                 10 
## CTGCATCTCCCTCTTT-1 CTGCCATAGACCAAGC-1 CTGCCATCACGTCATA-1 CTGCCATCATGTGTCA-1 
##                  2                 12                  3                 13 
## CTGCCTAAGCTCATAC-1 CTGCCTAAGTTGAAAC-1 CTGCCTACAGGTCAAG-1 CTGCCTATCTCATAGG-1 
##                 12                  2                  1                  5 
## CTGCGAGAGGGCCTCT-1 CTGCGAGAGGTCACTT-1 CTGCGAGAGTGGAAAG-1 CTGCTCAAGGTTAAAC-1 
##                 11                  0                  1                  3 
## CTGGACGAGTCTCGTA-1 CTGGCAGGTAGCACGA-1 CTGGCAGTCCACCTCA-1 CTGGCAGTCTCCCATG-1 
##                  3                  0                  9                  9 
## CTGGTCTTCACTAGCA-1 CTGGTCTTCCCAGGCA-1 CTGTACCAGCGCGTTC-1 CTGTACCGTTTCTTAC-1 
##                  4                 10                  7                  7 
## CTGTACCTCCGTAATG-1 CTGTAGAAGCACTCCG-1 CTGTAGAAGGAGATAG-1 CTGTAGAAGGTAGACC-1 
##                  5                  8                  4                  6 
## CTGTAGAAGGTGCATG-1 CTGTATTCATTCACCC-1 CTGTCGTAGAGCTTTC-1 CTGTCGTCAAGAGTAT-1 
##                  7                  1                  3                  8 
## CTGTCGTCATATGCGT-1 CTGTCGTGTTGCGGCT-1 CTGTCGTGTTTGACAC-1 CTGTGAAAGGAGTATT-1 
##                  0                  0                  0                 11 
## CTGTGAATCTGGCTGG-1 CTGTGGGTCACCGCTT-1 CTTACCGCAAGACCGA-1 CTTACCGCATACATCG-1 
##                 11                 12                 10                  5 
## CTTAGGAAGTGGCCTC-1 CTTAGGACAGGAGACT-1 CTTAGGAGTATACGGG-1 CTTAGGAGTCATCCGG-1 
##                 11                  8                  1                 10 
## CTTAGGAGTGCCTACG-1 CTTAGGATCCCATAAG-1 CTTCCGAAGCGGACAT-1 CTTCCTTAGCCAAGGT-1 
##                  2                 13                  6                  3 
## CTTCCTTTCAGCATTG-1 CTTCGGTAGACCCGCT-1 CTTCGGTCAGCTGTCG-1 CTTCGGTTCCCTTGTG-1 
##                  3                  1                  0                  1 
## CTTCTAAAGGCTGTAG-1 CTTCTAAGTGTCCACG-1 CTTCTAATCACCCTGT-1 CTTCTAATCGACTCCT-1 
##                  1                 14                  1                 13 
## CTTCTCTAGTAGCATA-1 CTTCTCTGTAAGTAGT-1 CTTCTCTTCATGGCCG-1 CTTGATTAGAGGCGTT-1 
##                 12                  7                  5                  7 
## CTTGATTGTGCGCTCA-1 CTTGATTTCTACACTT-1 CTTTCAAGTCTGTCAA-1 GAAACCTAGAGAGAAC-1 
##                  0                  4                  2                 11 
## GAAACCTGTGTTGACT-1 GAAACCTTCAGGCGAA-1 GAAACCTTCGCAATTG-1 GAAATGACAGCGTACC-1 
##                 14                  2                  0                  4 
## GAAATGAGTGCCTGAC-1 GAAATGAGTTAGGCCC-1 GAAATGATCATAGCAC-1 GAACACTAGTGCCTCG-1 
##                  5                  4                  6                  0 
## GAACACTCAGCTGTTA-1 GAACGTTAGGGATCGT-1 GAACGTTGTCGCATTA-1 GAACGTTGTTATGGTC-1 
##                  2                  5                 11                  4 
## GAACTGTAGACTCCGC-1 GAACTGTCAATAGTGA-1 GAACTGTGTGTGAATA-1 GAAGAATAGTTTGTCG-1 
##                  9                  6                  0                  9 
## GAAGAATTCGGATAAA-1 GAAGCCCGTGACTAAA-1 GAAGCCCTCCGAACGC-1 GAAGCGAAGGCCACTC-1 
##                  5                  1                  5                  5 
## GAAGCGAAGGTTCTTG-1 GAAGCGAGTACTGCGC-1 GAAGGACCATGTGGTT-1 GAAGGGTTCCTCCACA-1 
##                  1                  3                  0                  4 
## GAAGTAACAATCACGT-1 GAAGTAACATTACGGT-1 GAAGTAAGTCTGTAGT-1 GAAGTAATCAGCTTGA-1 
##                 11                  1                  3                  9 
## GAATAGACATAGAATG-1 GAATAGAGTGGAATGC-1 GAATCACCAACAGCTT-1 GAATCACCATGACTCA-1 
##                 11                  3                 12                  0 
## GAATCACTCTCCTACG-1 GAATCGTAGAACTGAT-1 GAATCGTTCCGTCACT-1 GACACGCCAAATGGCG-1 
##                 10                  5                  0                  7 
## GACACGCCAGCATGCC-1 GACACGCCATTGACAC-1 GACAGCCGTGTTCATG-1 GACATCATCCAACCGG-1 
##                  3                  0                  1                  3 
## GACCAATAGTAAACAC-1 GACCAATCACCCTAAA-1 GACCAATTCACTGATG-1 GACCAATTCGCACTCT-1 
##                  7                  3                  8                 10 
## GACCCAGAGTTCCGTA-1 GACCCAGTCGTACACA-1 GACCCTTTCGAAGCAG-1 GACCGTGGTAGATTGA-1 
##                  0                  6                  0                  2 
## GACCGTGGTAGCTGTT-1 GACCGTGTCAGTCATG-1 GACCGTGTCTACCTTA-1 GACCTTCTCTGGGCCA-1 
##                  2                  5                  9                  5 
## GACGCTGGTGGTTCTA-1 GACGCTGGTTCGTGCG-1 GACGTTAAGCTGAGCA-1 GACTATGCAACAGCTT-1 
##                  0                  5                  8                  9 
## GACTATGCACAACGAG-1 GACTATGCACAGCCTG-1 GACTATGGTGACCGAA-1 GACTCTCCACTAGAGG-1 
##                  1                  0                  4                  6 
## GACTCTCGTAGAGTTA-1 GACTCTCTCAGCCTCT-1 GACTGATCACAGTGAG-1 GACTGATGTTCTCGTC-1 
##                  7                  2                  9                  4 
## GAGAAATCAGCGATTT-1 GAGAAATTCCAAACCA-1 GAGACCCGTACAGTTC-1 GAGACCCGTTCCTAGA-1 
##                  5                  7                  1                 10 
## GAGAGGTCAGGCGTTC-1 GAGATGGTCGCCGATG-1 GAGCCTGAGCTGAGCA-1 GAGCCTGCATTATGCG-1 
##                  1                  2                 10                  3 
## GAGCCTGTCGCCTATC-1 GAGCTGCCACTAGGCC-1 GAGCTGCTCCGTGCGA-1 GAGGCAACAAGTGGCA-1 
##                  1                  8                  9                  7 
## GAGGCAACATCCTATT-1 GAGGCCTTCACATCAG-1 GAGGCCTTCCGCAACG-1 GAGGGATAGGTGATAT-1 
##                  1                  4                  3                  1 
## GAGGGATCACTGGATT-1 GAGGGATGTCTAACTG-1 GAGGGTACATGGATCT-1 GAGGGTAGTGTTGACT-1 
##                 10                  2                 10                  0 
## GAGGGTAGTTAGGGAC-1 GAGTCTAAGCACTGGA-1 GAGTCTACAGCGCTTG-1 GAGTGAGGTGGCACTC-1 
##                  6                  2                  2                 13 
## GAGTGAGTCTTACGGA-1 GAGTGTTTCATTGCCC-1 GAGTGTTTCATTGCGA-1 GAGTGTTTCTGAGAAA-1 
##                  1                  7                 10                  4 
## GAGTTACCAGCTATAC-1 GAGTTACTCATACGAC-1 GAGTTACTCGTAGGAG-1 GAGTTGTAGGCTCACC-1 
##                  3                  0                  8                  2 
## GAGTTGTCAAGTATAG-1 GAGTTGTCACCCAACG-1 GAGTTGTGTCTGCATA-1 GAGTTGTTCGCCGAAC-1 
##                  3                  6                  3                  2 
## GAGTTTGCACAATGAA-1 GAGTTTGGTAGTCGGA-1 GAGTTTGTCGACATCA-1 GATAGAAGTAGAGGAA-1 
##                  0                  7                  8                 10 
## GATCACATCCTCAGGG-1 GATCACATCTGAACGT-1 GATCAGTCATCACGGC-1 GATCAGTGTAGGCTGA-1 
##                  0                 11                  5                  6 
## GATCATGGTTCTTAGG-1 GATCCCTAGTCACTCA-1 GATCCCTCAATCAAGA-1 GATCGTAAGTAGCCAG-1 
##                 13                  3                  2                  3 
## GATCGTATCTAATTCC-1 GATGACTAGACATAGT-1 GATGACTAGCGTATAA-1 GATGAGGAGCCGATAG-1 
##                  5                  3                  3                  2 
## GATGAGGCACAAGGTG-1 GATGAGGGTAATCAGA-1 GATGAGGTCATGTCTT-1 GATGAGGTCTGAGTCA-1 
##                  1                 12                  5                  2 
## GATGATCCAAAGTGTA-1 GATGATCCACCACTGG-1 GATGATCCATATCTCT-1 GATGATCGTTAGGAGC-1 
##                  4                 11                  2                  2 
## GATGATCTCTCCCATG-1 GATGCTAAGAAGCGAA-1 GATGCTAGTCTCGGGT-1 GATGCTATCGCTGTCT-1 
##                  9                  8                  6                  5 
## GATGGAGAGGTTCTTG-1 GATGGAGCACAACGCC-1 GATGGAGGTTTGGAGG-1 GATGGAGTCGTTAGAC-1 
##                  3                 10                 10                 12 
## GATGTTGAGGAAGTCC-1 GATGTTGCACGATTCA-1 GATTCGACAGGCGAAT-1 GATTCGATCCCTGGTT-1 
##                 13                  7                  0                  5 
## GATTCGATCTTACCAT-1 GATTCTTAGCCAAGTG-1 GATTCTTGTGTTCGTA-1 GATTCTTGTTAGCTAC-1 
##                  3                  9                  4                 12 
## GATTCTTGTTGGAGGT-1 GATTCTTTCCGAGTGC-1 GATTCTTTCCTTCACG-1 GATTGGTGTAGTTCCA-1 
##                  4                  6                  1                  1 
## GATTGGTTCTCCCTAG-1 GATTTCTAGTCGAAAT-1 GATTTCTCAATAGAGT-1 GATTTCTGTACGTGTT-1 
##                 11                  6                 12                  5 
## GATTTCTTCCCATGGG-1 GCAACATAGGTAAAGG-1 GCAACATCAAATAGCA-1 GCAACCGGTAGTGCGA-1 
##                  9                  0                  2                  4 
## GCACATAGTTCCGTTC-1 GCACATATCCAGTTCC-1 GCACGGTCACGAAAGC-1 GCACGGTCAGGAGACT-1 
##                  4                  7                  1                  6 
## GCACGTGCAAGTGCTT-1 GCACGTGTCTCTGACC-1 GCACGTGTCTGTCTCG-1 GCACGTGTCTTGGATG-1 
##                  0                  8                  2                  3 
## GCACTAAGTCGTCTCT-1 GCACTAAGTGTGCTTA-1 GCACTAAGTTCGGTAT-1 GCAGCCAAGTCGAAAT-1 
##                  6                  6                  0                  8 
## GCAGCCACAGCCCAGT-1 GCAGCTGCAGCGAACA-1 GCAGCTGGTGCCCAGT-1 GCAGGCTCAACTCCAA-1 
##                  0                  1                  1                  2 
## GCAGGCTGTCGGCCTA-1 GCAGGCTGTTAGAAAC-1 GCAGTTAGTACAGTTC-1 GCAGTTATCTGCACCT-1 
##                  3                  1                  6                 13 
## GCATCGGAGCTAGAAT-1 GCATCGGCAGTAGGAC-1 GCATCGGGTAACATGA-1 GCATCGGTCAGGAAAT-1 
##                 11                  6                  3                  8 
## GCATCGGTCTGCGAGC-1 GCATCTCCATCTATCT-1 GCATCTCGTCTACAAC-1 GCATCTCTCGCTGACG-1 
##                  0                  2                  1                 10 
## GCATGATCATTACTCT-1 GCATGATGTACATACC-1 GCATTAGCAAGACGAC-1 GCATTAGGTCTGGTTA-1 
##                  1                  7                  4                  6 
## GCATTAGTCGGCATAT-1 GCCAACGTCTCTCGCA-1 GCCAGCAGTAGTATAG-1 GCCAGGTGTTTCCAAG-1 
##                  7                 11                  3                  5 
## GCCAGTGAGGCACTAG-1 GCCAGTGTCTATGCCC-1 GCCATTCAGATGACCG-1 GCCATTCCAACAGAGC-1 
##                 11                  9                  5                  8 
## GCCATTCCAGCCGTTG-1 GCCATTCCATTCAGGT-1 GCCATTCGTTACAGCT-1 GCCATTCTCAAGGACG-1 
##                  4                  1                  4                  4 
## GCCATTCTCAGGCGAA-1 GCCCAGAAGCGGGTAT-1 GCCCAGAAGCGTCAGA-1 GCCCAGAGTGCTTATG-1 
##                  7                  0                  4                  2 
## GCCCAGATCAGGGTAG-1 GCCCAGATCCTGTAGA-1 GCCCGAACATACCACA-1 GCCCGAAGTTGTGCCG-1 
##                  1                  1                  0                  1 
## GCCCGAATCTATTTCG-1 GCCGTGACACACAGCC-1 GCCGTGATCCACGTCT-1 GCCTGTTCACGGAAGT-1 
##                  2                 11                 14                  5 
## GCGAGAATCCCTTGTG-1 GCGGAAACACCGCTGA-1 GCGGAAACATGGGTCC-1 GCGGAAATCAGACCTA-1 
##                  1                  6                 12                  2 
## GCGGATCTCTCCCATG-1 GCGGATCTCTGCACCT-1 GCGTGCAAGCCAAGGT-1 GCGTGCATCAACGCTA-1 
##                  9                 14                  6                  0 
## GCGTTTCGTGGTAATA-1 GCGTTTCTCACGTCCT-1 GCGTTTCTCTCGAGTA-1 GCTACAAAGAACTGAT-1 
##                  8                 14                  4                 10 
## GCTACCTCAAGTATAG-1 GCTACCTCATCGATCA-1 GCTACCTTCCCTCATG-1 GCTCAAATCACACCCT-1 
##                  7                  2                 10                  3 
## GCTCAAATCAGTGTTG-1 GCTCAAATCCGTGGTG-1 GCTGAATAGATTAGTG-1 GCTGAATGTAGTTACC-1 
##                  3                  1                  3                 11 
## GCTGAATGTCCCTAAA-1 GCTGCAGCATCATCCC-1 GCTGCAGGTCTTGTCC-1 GCTGCAGTCCCAGGAC-1 
##                  4                 10                  6                  3 
## GCTGGGTGTCAACGCC-1 GCTGGGTTCAGTGTGT-1 GCTTCACAGCTTAAGA-1 GCTTCACCATTGTGCA-1 
##                  7                  5                 13                  8 
## GCTTGGGGTATAGGGC-1 GCTTGGGGTCTAACGT-1 GCTTGGGGTGATGAAT-1 GCTTTCGGTAGTTCCA-1 
##                  9                  0                  2                 11 
## GCTTTCGGTCATCCGG-1 GGAAGTGAGCTGAGCA-1 GGAAGTGAGGGACTGT-1 GGAAGTGCATGGGAAC-1 
##                  9                 12                  5                  9 
## GGAAGTGGTAGAGCTG-1 GGAAGTGGTTGCATCA-1 GGAATCTCAACGGCCT-1 GGAATCTGTCATCGGC-1 
##                  2                  4                  3                 10 
## GGAATGGAGAAGGCTC-1 GGAATGGAGATCACCT-1 GGAATGGAGGATACCG-1 GGAATGGAGTCGCCCA-1 
##                 12                  8                 14                  5 
## GGACGTCCACAACGAG-1 GGACGTCCACTTGGCG-1 GGACGTCTCTTGGTGA-1 GGAGAACCAAGAGTGC-1 
##                  5                  0                  1                  8 
## GGAGATGTCCTCTAGC-1 GGAGCAAAGCCTGTCG-1 GGAGGATAGGGCAACT-1 GGAGGATCAGGTCTCG-1 
##                  7                 12                  1                  7 
## GGAGGTAGTTGCAAGG-1 GGAGGTATCAAGAGGC-1 GGATCTATCGGTTGTA-1 GGATGTTAGCGGACAT-1 
##                  1                  0                  3                  5 
## GGATGTTGTGCCGTTG-1 GGATGTTTCAGGTGTT-1 GGCACGTAGCACAAAT-1 GGCACGTAGGATCACG-1 
##                  5                  0                  1                  2 
## GGCACGTCAGTCTGGC-1 GGCACGTTCGCAGTGC-1 GGCTGTGTCTTAAGGC-1 GGCTTGGAGATAGTCA-1 
##                  1                  5                 10                  5 
## GGCTTGGAGGCATCAG-1 GGCTTGGAGTAACCTC-1 GGCTTGGCATCGCTCT-1 GGCTTGGGTGTCATGT-1 
##                  3                  0                 10                  1 
## GGCTTTCAGAAGGCTC-1 GGGAAGTGTTGCACGC-1 GGGACAAAGGACTAAT-1 GGGACCTAGTTTGCTG-1 
##                 11                  1                  5                  0 
## GGGACCTGTGAGATCG-1 GGGACCTTCCTGGGAC-1 GGGACTCGTTAAGGGC-1 GGGAGATAGTGGAATT-1 
##                  0                 11                 13                  2 
## GGGAGATCACAATGTC-1 GGGAGATCACGGGCTT-1 GGGAGATGTGGCTCTG-1 GGGAGATTCAGGGTAG-1 
##                 14                  6                  0                 10 
## GGGAGATTCAGTGTTG-1 GGGATCCAGGTTAAAC-1 GGGATCCGTACTAAGA-1 GGGATGAGTGCGGCTT-1 
##                  5                  2                  2                  4 
## GGGATGAGTGGATCGA-1 GGGCCATGTCTTGCGG-1 GGGCGTTAGATCCGAG-1 GGGCGTTGTACAGTCT-1 
##                  4                  0                  5                  5 
## GGGCGTTGTTTACCAG-1 GGGCTACTCGTGCAGC-1 GGGCTCACACTACACA-1 GGGCTCACACTGTGTA-1 
##                 10                  7                  3                  3 
## GGGCTCACAGAGTGAC-1 GGGCTCAGTGAACTAA-1 GGGTAGACATTGCCTC-1 GGGTATTCACTCCTGT-1 
##                  0                  2                  1                  6 
## GGGTATTCAGCTACTA-1 GGGTATTGTATCACCA-1 GGGTATTGTGTATCCA-1 GGGTATTTCCACGTAA-1 
##                  8                  0                  4                  3 
## GGGTCACGTAACGATA-1 GGGTCACGTGCGTCGT-1 GGGTCTGAGCTAGAAT-1 GGGTGTCAGTAGACCG-1 
##                  5                  6                 13                  5 
## GGGTGTCGTGCAGGAT-1 GGGTTATCAGACCTAT-1 GGGTTATTCCTGTAGA-1 GGGTTTATCATGGTAC-1 
##                  1                  6                  6                 12 
## GGGTTTATCTTGCAAG-1 GGTAACTAGAGCCGTA-1 GGTAACTCAACGCATT-1 GGTAACTCAATCAAGA-1 
##                  4                  1                  0                 13 
## GGTAATCCAGAACCGA-1 GGTAATCCAGGCTATT-1 GGTAATCGTTGCATTG-1 GGTAATCGTTTACACG-1 
##                  9                 13                  1                  0 
## GGTAGAGCAACGGTAG-1 GGTAGAGGTAAGTAGT-1 GGTCACGAGCGATGGT-1 GGTCACGGTGGACAGT-1 
##                 10                  6                 12                  0 
## GGTCACGTCATCCCGT-1 GGTCACGTCGGACTGC-1 GGTCTGGCACAGTATC-1 GGTCTGGTCATCACCC-1 
##                  6                  9                  3                  4 
## GGTGATTAGCCATGCC-1 GGTGTTATCCATGATG-1 GGTTAACCACGCACCA-1 GGTTAACTCGTGTTCC-1 
##                  2                  7                  1                  0 
## GGTTCTCCAAGGCGTA-1 GTAACACAGACGAGCT-1 GTAACACAGCATTTGC-1 GTAACACAGTTTGAGA-1 
##                  5                 11                  1                  8 
## GTAACCATCGGCATTA-1 GTAACCATCTTCCTAA-1 GTAAGTCCACCTGCAG-1 GTAAGTCCAGCTGCCA-1 
##                  4                  0                  1                  5 
## GTAAGTCTCAGCATTG-1 GTAATGCAGTCTCGTA-1 GTAATGCCACAGCTTA-1 GTAATGCCATAGCTGT-1 
##                  5                 11                  7                 11 
## GTAATGCGTGTAAACA-1 GTAATGCTCAAAGGTA-1 GTAATGCTCTCAATCT-1 GTACAACCAGGCACAA-1 
##                  4                  0                  0                  7 
## GTACAACTCCGCGATG-1 GTACAGTCAGCAGACA-1 GTACAGTTCAATCCGA-1 GTACAGTTCGAGCTGC-1 
##                 10                  7                  1                  1 
## GTAGAGGAGTCATAGA-1 GTAGAGGCAAATGCGG-1 GTAGGAGAGTGCTCAT-1 GTAGGAGGTACGAGTG-1 
##                  2                  9                  6                  1 
## GTAGGAGGTGAACGGT-1 GTAGGAGTCGTAGGAG-1 GTAGGTTGTTTACCTT-1 GTAGGTTTCGGTGTAT-1 
##                  2                 10                  9                 13 
## GTAGTACAGCGTTCAT-1 GTAGTACTCTGGTTGA-1 GTATTTCGTAGTCCTA-1 GTATTTCTCGAGCCAC-1 
##                  3                  2                  2                  4 
## GTCAAACAGCATCAGG-1 GTCAAGTCACTTGTCC-1 GTCAAGTCATGTGCCG-1 GTCAAGTTCAAAGACA-1 
##                  7                  1                  7                  0 
## GTCACGGAGATCCCAT-1 GTCACTCAGAGCAAGA-1 GTCACTCAGGGTTAGC-1 GTCACTCCAGAGTGTG-1 
##                  1                  5                  7                  2 
## GTCACTCTCTCCCATG-1 GTCAGCGGTACGTGTT-1 GTCAGCGTCAGCTGAT-1 GTCATCCAGTCGCTAT-1 
##                  9                  9                  5                 13 
## GTCATCCTCGTGGTAT-1 GTCATGAAGAGCAAGA-1 GTCATGAAGTCGGCAA-1 GTCATGACACTCTGCT-1 
##                  0                 13                  1                  5 
## GTCATGAGTCCACGCA-1 GTCATGAGTTAGGCCC-1 GTCCACTCACTGGAAG-1 GTCCACTTCGCTCTAC-1 
##                  9                  0                  2                  3 
## GTCCCATTCTCCCATG-1 GTCCTCACACAACCGC-1 GTCCTCATCTACACAG-1 GTCGAATAGGGTTAGC-1 
##                  8                  0                  5                 12 
## GTCGAATCACTTGGGC-1 GTCGAATGTGGAAATT-1 GTCGAATTCATTACGG-1 GTCGCGATCCGACATA-1 
##                  2                  0                  2                 10 
## GTCGTAAAGGTCGCCT-1 GTCGTAAGTGCAGGAT-1 GTCTACCAGTTGCGCC-1 GTCTACCGTCCGTACG-1 
##                  0                  2                  2                  6 
## GTCTACCGTTTACACG-1 GTCTACCTCAGTCATG-1 GTCTACCTCTACCCAC-1 GTCTAGACACTCACTC-1 
##                  6                  5                  2                  9 
## GTCTAGATCATCACTT-1 GTCTCACCATGCCATA-1 GTCTCACGTCACAGTT-1 GTCTTTAAGGCTAGCA-1 
##                  1                 11                  1                 14 
## GTCTTTACACAGAAGC-1 GTGAGCCAGTGGGAAA-1 GTGAGCCGTCGCATTA-1 GTGAGGAGTTTGTTGG-1 
##                  0                 12                  3                  1 
## GTGAGGATCAACCTCC-1 GTGAGGATCGCTTGCT-1 GTGAGTTGTCATCGGC-1 GTGATGTAGACCAAGC-1 
##                  0                  3                  0                  1 
## GTGATGTAGTGGTTCT-1 GTGATGTTCGACATTG-1 GTGCACGCACCGTGAC-1 GTGCAGCAGCACTTTG-1 
##                  3                  1                  8                  5 
## GTGCAGCTCAGCGCGT-1 GTGCGTGAGCTCCCTT-1 GTGCGTGCACCCTTGT-1 GTGCGTGTCCTAACAG-1 
##                 14                  7                  2                  0 
## GTGCTGGAGGACAACC-1 GTGCTGGAGGTTGACG-1 GTGCTGGCAGCTCATA-1 GTGCTGGTCTCAAAGC-1 
##                  3                  4                  4                  0 
## GTGCTTCCACGGGTAA-1 GTGCTTCGTGCATACT-1 GTGCTTCTCCGATAAC-1 GTGCTTCTCGGTAACT-1 
##                  5                  1                  7                  3 
## GTGGAGACACGGCCAT-1 GTGGCGTGTCATACCA-1 GTGGCGTGTGGTCAAG-1 GTGGGAACAGCAGTCC-1 
##                  2                  5                 10                  8 
## GTGGGAAGTCTTGCGG-1 GTGGTTATCGTGTGGC-1 GTGTAACGTGCCAAGA-1 GTGTAACGTTATGTCG-1 
##                  7                  9                  9                  7 
## GTGTAACTCTGGTGGC-1 GTGTCCTAGAGATGCC-1 GTGTCCTTCGAGGCAA-1 GTGTGATAGACATCCT-1 
##                  0                  5                  3                 14 
## GTGTGATCACGGATCC-1 GTGTGGCCATACAGAA-1 GTGTGGCCATATCTCT-1 GTGTGGCGTCCTCCTA-1 
##                  8                 12                  3                  0 
## GTGTTAGCACAATTCG-1 GTGTTAGCACGTAGTT-1 GTGTTAGCAGAAATCA-1 GTGTTAGCATGTCAGT-1 
##                  5                  2                  0                  8 
## GTGTTAGTCGGACTTA-1 GTGTTCCAGTAGCAAT-1 GTGTTCCGTAGTCGGA-1 GTGTTCCGTCCGGTCA-1 
##                  7                  3                 10                  3 
## GTGTTCCTCCGCCTAT-1 GTGTTCCTCCTCTAAT-1 GTTACAGCAGTCGGAA-1 GTTACAGTCTGATTCT-1 
##                  1                  7                  8                  8 
## GTTACCCAGTTCGCAT-1 GTTACCCTCCACAAGT-1 GTTACGAAGCGCACAA-1 GTTACGATCAATCCGA-1 
##                  0                  8                  0                  7 
## GTTACGATCTACCTTA-1 GTTAGACGTCACCACG-1 GTTAGACTCAAGTTGC-1 GTTAGACTCATTTGCT-1 
##                  1                  6                  2                 10 
## GTTAGTGCAAATAAGC-1 GTTAGTGGTTACCCAA-1 GTTAGTGTCCCGAACG-1 GTTCATTGTAACCCGC-1 
##                 12                 12                  2                  1 
## GTTCATTTCCCTCGAT-1 GTTCCGTAGCGTCGAA-1 GTTCCGTGTCACCTTC-1 GTTCGCTCATGACTGT-1 
##                  6                  0                  4                  5 
## GTTCGCTGTACCAGAG-1 GTTCTATGTAGAATAC-1 GTTCTATGTAGCTCGC-1 GTTGAACGTTAGGCCC-1 
##                  1                  7                  9                  9 
## GTTGAACTCACTGTTT-1 GTTGCGGAGGAAAGGT-1 GTTGCGGAGGACCCAA-1 GTTGCTCAGACATAAC-1 
##                  4                  5                  3                  4 
## GTTGCTCCACTGCGAC-1 GTTGCTCGTCTTCCGT-1 GTTGTAGGTTGATCGT-1 GTTGTAGTCCGCTTAC-1 
##                  9                 10                  2                 11 
## GTTGTCCCAAAGGCTG-1 GTTGTCCCACTGAGGA-1 GTTGTCCGTACTAGCT-1 GTTGTCCGTCGCACGT-1 
##                  4                  5                  2                 12 
## GTTGTGAAGCGGTAAC-1 GTTGTGAAGTCAAGCG-1 GTTGTGATCGAGATGG-1 GTTGTGATCGTCAACA-1 
##                  5                  2                  7                  7 
## GTTTACTTCAAGTGGG-1 GTTTGGAAGATGATTG-1 GTTTGGACAGCTTCGG-1 TAACACGAGTACTGGG-1 
##                  2                  0                  3                  2 
## TAACACGCATTCGGGC-1 TAACACGGTCAAAGTA-1 TAACACGGTCGTCTCT-1 TAACACGTCCGCAGTG-1 
##                  1                  1                  8                  4 
## TAACTTCTCCGTGTAA-1 TAACTTCTCTTCGCTG-1 TAAGCACAGAGTTGTA-1 TAAGCACAGCATTGAA-1 
##                  6                  8                 10                  1 
## TAAGCACAGGCCTGAA-1 TAAGCACAGGTCTGGA-1 TAAGCCACAACCAATC-1 TAAGCGTAGCGAGTCA-1 
##                  4                  3                 10                 12 
## TAAGTCGAGTCAGCGA-1 TAAGTCGCAGGACATG-1 TAATTCCCAGGGTTGA-1 TAATTCCGTTCTCCCA-1 
##                  1                  4                 12                 14 
## TAATTCCTCCAAGCAT-1 TACAACGTCTCATTAC-1 TACACCCGTTCTCCCA-1 TACAGGTAGACTCTAC-1 
##                  6                  0                  5                  6 
## TACAGGTAGTATTCCG-1 TACATTCAGCTGAGCA-1 TACATTCGTGCAACGA-1 TACATTCGTTGTCCCT-1 
##                  9                  1                 12                  1 
## TACCCACAGAAACTAC-1 TACCCACGTCAAGCGA-1 TACCCACTCTGCGATA-1 TACCCGTAGCAAGGAA-1 
##                  2                  2                  1                 13 
## TACCCGTCACTCAGAT-1 TACCCGTCACTGCGAC-1 TACCCGTGTACAGAAT-1 TACCCGTGTGGAGAAA-1 
##                 11                  5                  3                  3 
## TACCCGTGTTGCATAC-1 TACCCGTTCCGCACTT-1 TACCCGTTCTGCGATA-1 TACCGAAAGCACACAG-1 
##                  7                  2                  0                  2 
## TACCGAAAGGTGCATG-1 TACCGAATCTAAACGC-1 TACCTCGGTGATTAGA-1 TACCTCGTCCCAACTC-1 
##                  7                  0                 12                 12 
## TACCTGCCACACTTAG-1 TACCTGCGTAAGACCG-1 TACGCTCGTAGTCGGA-1 TACGCTCGTTACCCAA-1 
##                  5                 11                  9                  6 
## TACGCTCGTTTCCAAG-1 TACGGGCCACTCCCTA-1 TACGGGCCAGGTGTGA-1 TACGGGCTCAACCTCC-1 
##                  8                  4                  1                  7 
## TACGGTATCATACGGT-1 TACGGTATCGCTTGCT-1 TACGTCCAGAAACCAT-1 TACGTCCAGCTCCATA-1 
##                  5                  8                  0                  1 
## TACGTCCAGGGAGGGT-1 TACGTCCGTCAGGTGA-1 TACTGCCGTTTGGGAG-1 TACTTACAGGCCCAAA-1 
##                  3                  8                  2                  1 
## TACTTACAGGGTAGCT-1 TACTTACAGGTCCCTG-1 TACTTACTCTTCTGGC-1 TACTTCATCGGACTGC-1 
##                  8                 14                  0                  8 
## TACTTGTAGGGCAGTT-1 TACTTGTCATCGGCCA-1 TAGACCAGTAGACTGG-1 TAGACCATCCCGTTGT-1 
##                  1                  6                  2                  2 
## TAGACTGCAGCGACCT-1 TAGACTGCATAAGCGG-1 TAGATCGGTACATACC-1 TAGATCGGTCATAAAG-1 
##                  6                 10                  5                 12 
## TAGCACAGTTAGTTCG-1 TAGGAGGAGATTTGCC-1 TAGGGTTAGAACGCGT-1 TAGGGTTAGACTTAAG-1 
##                  3                  5                  8                  4 
## TAGGGTTAGAGAGAAC-1 TAGGGTTAGTATAGAC-1 TAGGGTTTCGGCCCAA-1 TAGGTACCATAATCGC-1 
##                  5                 10                  9                  1 
## TAGGTTGAGGACCCAA-1 TAGGTTGCAAATCGGG-1 TAGGTTGCAAGGTCGA-1 TAGGTTGTCAGTGTTG-1 
##                  2                  0                 10                  2 
## TAGTGCAGTATCGTAC-1 TATACCTCACATGTTG-1 TATACCTCAGCTCATA-1 TATACCTTCCATCCGT-1 
##                  3                  7                  5                  6 
## TATACCTTCTCAACGA-1 TATATCCAGCCTCAAT-1 TATATCCCATCATGAC-1 TATCAGGCAGATAAAC-1 
##                  9                 11                  2                  3 
## TATCCTAAGCCTCAGC-1 TATCCTACACGACAGA-1 TATCCTACAGACAAGC-1 TATCGCCCAAATGATG-1 
##                  0                 14                 12                  2 
## TATCGCCTCCACCTCA-1 TATCGCCTCTCGTCGT-1 TATCTGTAGGGACACT-1 TATCTGTAGTACAGCG-1 
##                  4                 11                  7                 12 
## TATCTTGAGCCTCCAG-1 TATCTTGCAGCCTATA-1 TATCTTGTCATGTCAG-1 TATGTTCTCAGCCTTC-1 
##                  7                  1                  4                  4 
## TATGTTCTCATTGTGG-1 TATTCCAAGGTTCCAT-1 TATTCCACATGTGACT-1 TATTCCAGTGGGCTTC-1 
##                 11                  4                  6                  4 
## TATTGCTGTCACTGAT-1 TATTGCTTCTTCACGC-1 TATTTCGTCGCAGTGC-1 TATTTCGTCGCTGATA-1 
##                  7                  3                 12                  5 
## TCAAGACAGACTCCGC-1 TCAAGACAGTGCCGAA-1 TCAAGACAGTTGCATC-1 TCAAGACGTGGCGTAA-1 
##                 11                  8                  5                  0 
## TCAAGCAAGGACGCTA-1 TCAAGTGGTGGTACAG-1 TCAATCTAGACCAAAT-1 TCAATCTAGGCAGGTT-1 
##                 10                  5                  6                  0 
## TCAATTCAGGTAGTAT-1 TCAATTCCACACAGAG-1 TCAATTCTCTGTTCAT-1 TCACAAGGTACGAGTG-1 
##                  1                  2                  2                  3 
## TCACAAGTCTCTGCCA-1 TCACACCAGACTCTAC-1 TCACACCAGCCTCACG-1 TCACACCAGCTGGTCT-1 
##                  4                  5                  5                  9 
## TCACACCCAACATACC-1 TCACACCCAGCTGGTC-1 TCACGCTAGAAACTCA-1 TCACGCTAGTAGTCTC-1 
##                  8                  2                  0                  1 
## TCACGCTCAGCTTCGG-1 TCACGGGTCTACGCAA-1 TCACTATCACAACCGC-1 TCACTATCAGCTTCCT-1 
##                  1                  6                  2                  2 
## TCACTATGTTCAAAGA-1 TCACTCGCAAGTGGGT-1 TCACTCGGTAGCTTGT-1 TCACTCGGTATCCCTC-1 
##                  1                  2                  9                  9 
## TCACTCGGTCTCAAGT-1 TCACTCGTCTGATGGT-1 TCAGCAAAGCGGCTCT-1 TCAGCAAAGGACACTG-1 
##                  1                  5                  0                  5 
## TCAGCCTGTAGAGCTG-1 TCAGCCTGTATGGTTC-1 TCAGGGCAGAACGTGC-1 TCAGGGCCAACAAAGT-1 
##                 12                  6                 14                 10 
## TCAGGGCTCGCAACAT-1 TCAGGTACAAATGGAT-1 TCAGGTACAATCAAGA-1 TCAGTCCAGAAGCGAA-1 
##                  6                  6                  1                 12 
## TCAGTCCAGCAACTTC-1 TCAGTGAAGTACCATC-1 TCAGTGACACAAGCTT-1 TCAGTGACATGACCCG-1 
##                  4                  2                  1                  1 
## TCAGTGAGTGCAACAG-1 TCAGTTTGTAGACACG-1 TCAGTTTGTCAAGCGA-1 TCATACTTCCTTGAAG-1 
##                  3                 13                  3                 12 
## TCATATCGTATTTCGG-1 TCATCATTCATGAGGG-1 TCATCATTCGCACTCT-1 TCATCCGCACTCTAGA-1 
##                  8                  4                  7                  4 
## TCATCCGTCCACTTTA-1 TCATGAGTCAAGATAG-1 TCATGCCGTGGCTGCT-1 TCATGGAGTACATACC-1 
##                 14                 12                  2                  3 
## TCATGTTCAACCTATG-1 TCATGTTGTCGCTTAA-1 TCATTACAGGGAGGAC-1 TCATTACGTTGGGAAC-1 
##                  0                 11                  0                  1 
## TCATTGTGTGGCAACA-1 TCATTTGAGAATTGTG-1 TCCACCAAGGGACCAT-1 TCCACCACAAAGAGTT-1 
##                  2                  4                 10                  4 
## TCCACCAGTTGATGTC-1 TCCACCATCTCATTGT-1 TCCACGTCACTATCGA-1 TCCACGTCAGACTCTA-1 
##                 13                  1                 10                  2 
## TCCAGAAAGCTCGACC-1 TCCAGAACACAACGAG-1 TCCATCGGTCACCACG-1 TCCATCGTCGTAGGGA-1 
##                  6                  0                  2                  3 
## TCCATGCGTGGAAGTC-1 TCCCAGTCATTCTGTT-1 TCCCAGTGTCACGCTG-1 TCCCATGCAACTGATC-1 
##                 14                  0                  8                  1 
## TCCGAAAGTTGGGACA-1 TCCGATCCAAGAGGCT-1 TCCGATCGTTACCCAA-1 TCCGATCTCCCTCATG-1 
##                  1                  2                  7                  2 
## TCCGATCTCCTCACTG-1 TCCGGGAAGAGAGGGC-1 TCCGGGAAGCGTGTTT-1 TCCGGGACAGCCGTCA-1 
##                 14                  0                  5                 10 
## TCCGGGATCGCGTGCA-1 TCCGTGTCATGACTGT-1 TCCTCGACATTGAGGG-1 TCCTCGAGTGTCTTGA-1 
##                  2                  6                  7                  1 
## TCCTCTTGTTCTTGTT-1 TCCTGCACATGTGACT-1 TCCTGCAGTAATGTGA-1 TCCTGCATCAATGCAC-1 
##                  0                  3                  0                  5 
## TCCTGCATCAGTCAGT-1 TCCTGCATCTCACGAA-1 TCCTTCTAGGCTATCT-1 TCCTTCTCAAACCGGA-1 
##                  0                  6                 11                  4 
## TCCTTCTGTACGAAAT-1 TCCTTCTGTGTGTCCG-1 TCCTTCTGTTATCTGG-1 TCCTTCTTCAGCTCTC-1 
##                 14                  2                  0                  0 
## TCCTTCTTCCTAACAG-1 TCGAACAAGATAGGGA-1 TCGAACAAGTTCCAGT-1 TCGAACACATGTGACT-1 
##                  6                  6                  0                  6 
## TCGAACAGTCCGGACT-1 TCGAAGTAGCGACTAG-1 TCGACCTGTGGGAGAG-1 TCGACCTTCGGCCCAA-1 
##                  2                  9                  4                  3 
## TCGACGGTCATTCTTG-1 TCGATTTCAGTGGTGA-1 TCGATTTTCATCGGGC-1 TCGCACTGTATCTCGA-1 
##                  1                  2                  1                  2 
## TCGCACTTCACGGAGA-1 TCGCACTTCATTATCC-1 TCGCAGGTCCAAGGGA-1 TCGCAGGTCGGATAAA-1 
##                  2                  1                  3                  1 
## TCGCAGGTCTACGGGC-1 TCGCTCAGTCTTTCTA-1 TCGGATACAATGCAGG-1 TCGGATACATAATCCG-1 
##                  4                  5                  2                 10 
## TCGGATATCTCCCATG-1 TCGGGACTCCTCTTTC-1 TCGGGCACAGCTTCCT-1 TCGGGCACAGTTGTTG-1 
##                  9                  6                  3                  3 
## TCGGGCAGTCATAACC-1 TCGGGCAGTCGACTTA-1 TCGGGCAGTCGATTCA-1 TCGGGTGAGGGCAAGG-1 
##                  4                  3                  4                  5 
## TCGGGTGTCATGCCAA-1 TCGGGTGTCCAGTACA-1 TCGGTCTAGAAGGTAG-1 TCGGTCTCAGTGAGCA-1 
##                  6                 13                  2                  4 
## TCGGTCTGTCGCGGTT-1 TCGGTCTGTTCGTGCG-1 TCGTAGAAGTCAGCCC-1 TCGTAGACAAGACAAT-1 
##                  7                  2                  1                 10 
## TCGTAGAGTCCTGAAT-1 TCGTCCAAGCATGGGT-1 TCGTGCTCAATCGAAA-1 TCGTGCTCAGCAGTTT-1 
##                  7                  1                  5                  4 
## TCGTGGGAGCCAAGCA-1 TCGTGGGTCTCCACTG-1 TCTAACTAGCACTTTG-1 TCTAACTCACACAGAG-1 
##                  3                  3                  2                 13 
## TCTACATGTCAACCTA-1 TCTACATTCCACCCTA-1 TCTACCGAGTGCCTCG-1 TCTACCGCAAAGCTCT-1 
##                 12                  7                  1                  3 
## TCTACCGTCAGTGTCA-1 TCTATACAGAGCTGCA-1 TCTATACCAATAACGA-1 TCTATACCAGCACAAG-1 
##                  0                  1                  0                  6 
## TCTATACCAGTCTCTC-1 TCTATACGTTGCCGAC-1 TCTATCAGTGTCATGT-1 TCTCAGCAGCATACTC-1 
##                  9                  9                  5                 14 
## TCTCAGCCAGCACACC-1 TCTCCGACACATTCTT-1 TCTCCGATCCTAGAGT-1 TCTCTGGGTAGGCAGT-1 
##                 10                  0                  1                  1 
## TCTCTGGTCTACACAG-1 TCTGCCAAGCACCCAC-1 TCTGCCAAGGAAACGA-1 TCTGCCAAGTCTTCCC-1 
##                  8                  6                  0                  5 
## TCTGCCAGTCATCACA-1 TCTGCCATCGTCGATA-1 TCTGCCATCTTCGTAT-1 TCTGGCTAGCGAGGAG-1 
##                  1                  7                  2                  7 
## TCTGGCTTCGTGACTA-1 TCTTAGTAGCTACTAC-1 TCTTAGTCAAGCTGTT-1 TCTTAGTGTTCAAGGG-1 
##                  5                 12                  6                  4 
## TCTTAGTTCCAGCCTT-1 TCTTAGTTCTGCGATA-1 TCTTCCTAGACATACA-1 TCTTCCTAGGTATTGA-1 
##                  0                  0                  6                  3 
## TCTTCCTTCGTGGTAT-1 TCTTGCGAGAAGATCT-1 TCTTGCGTCAAAGCCT-1 TCTTGCGTCAAGGCTT-1 
##                 12                 13                  0                 13 
## TCTTGCGTCTCCTGAC-1 TCTTTGACACCGGAAA-1 TCTTTGATCCATATGG-1 TGAACGTGTGTGGACA-1 
##                  5                  3                  5                  3 
## TGAACGTTCCCTATTA-1 TGAATCGAGGGCCCTT-1 TGAATCGGTCCATACA-1 TGAATGCCAAGCACCC-1 
##                  4                  7                  1                  5 
## TGAATGCGTTGCCAAT-1 TGAATGCTCAGCAGAG-1 TGACAGTAGAGTCGAC-1 TGACAGTGTCCGGACT-1 
##                  0                 14                 11                  8 
## TGACAGTTCAACACGT-1 TGACCCTAGGTGAGAA-1 TGACGCGAGTGCCGAA-1 TGACGCGGTATCGGTT-1 
##                  3                  2                 12                  2 
## TGACTCCCATCAGCAT-1 TGACTCCGTTAAGCAA-1 TGACTCCTCACGTAGT-1 TGAGACTGTACCCGAC-1 
##                  2                  2                  3                  0 
## TGAGACTGTTTGTTCT-1 TGAGACTTCATTGTGG-1 TGAGACTTCGTCACCT-1 TGAGACTTCTCTTCAA-1 
##                  3                 13                 11                  5 
## TGAGCATGTGGGTTGA-1 TGAGCATTCAGGAACG-1 TGAGCATTCTGCATAG-1 TGAGCGCAGAATCGTA-1 
##                  2                  9                 12                  1 
## TGAGCGCAGTCTGCGC-1 TGAGCGCGTTAAGTCC-1 TGAGGAGTCGGATACT-1 TGAGGAGTCTAAGCCA-1 
##                 12                  4                  4                  4 
## TGAGGGAAGATACAGT-1 TGAGGGAAGATAGCTA-1 TGAGGGAAGGTTTGAA-1 TGAGGGAAGTAAACTG-1 
##                  5                  8                  1                  4 
## TGAGGGACATCTAACG-1 TGAGGGACATGGCACC-1 TGAGGGATCTGTTGGA-1 TGAGGTTCAACTGCTA-1 
##                  5                  6                  0                  9 
## TGAGGTTGTCAACGCC-1 TGAGTCATCTAGAACC-1 TGATCAGAGCGATGGT-1 TGATCAGAGGGAGGGT-1 
##                  7                  3                 12                  3 
## TGATCAGCAACACACT-1 TGATCAGGTGGCTCTG-1 TGATCTTAGCTATCTG-1 TGATCTTCAGATTAAG-1 
##                 12                  8                 11                 12 
## TGATCTTGTAGGAGGG-1 TGATCTTGTGCCTACG-1 TGATCTTTCTCGCTCA-1 TGATGGTAGAAACCCG-1 
##                  9                  3                  8                  1 
## TGATGGTAGCTTACGT-1 TGATGGTAGGGAGGGT-1 TGATTCTCATGCAGGA-1 TGATTTCAGAAGTGTT-1 
##                  4                  2                  5                  1 
## TGATTTCGTAGGTAGC-1 TGATTTCGTTCCGGTG-1 TGATTTCTCATGCATG-1 TGATTTCTCGTAATGC-1 
##                  8                  3                  4                  3 
## TGCAGGCCAATAGGAT-1 TGCAGGCCATGACTTG-1 TGCATCCAGAAATTCG-1 TGCATCCAGACTCATC-1 
##                  0                  1                 12                  7 
## TGCATCCAGTAGGATT-1 TGCATCCCAATCTCGA-1 TGCATGATCTCTGCTG-1 TGCCGAGCAGTCGAGA-1 
##                 10                  3                  6                  3 
## TGCGACGAGCATCCCG-1 TGCGACGCACGGATCC-1 TGCGACGCAGAACCGA-1 TGCGATAAGTGCCGAA-1 
##                  1                  1                  5                 11 
## TGCGATATCGGCGATC-1 TGCGGGTGTATGTCTG-1 TGCGGGTGTCAAAGTA-1 TGCGGGTTCGACGCGT-1 
##                  2                  4                  2                  4 
## TGCGGGTTCGCTTGCT-1 TGCTCCAAGTCGAAGC-1 TGCTCCACAACCAATC-1 TGCTCCACAACGCCCA-1 
##                  3                  4                  9                 10 
## TGCTCCAGTGTCCAAT-1 TGCTCCATCGTCGACG-1 TGCTCGTCAACCGTAT-1 TGCTCGTCAATTCTTC-1 
##                  2                  4                 13                 11 
## TGCTCGTGTATCCTTT-1 TGCTCGTTCAGCTTCC-1 TGCTCGTTCGCTTGAA-1 TGCTCGTTCGGACCAC-1 
##                  3                 14                  1                  2 
## TGCTGAAAGGGATCTG-1 TGCTGAATCGGAATGG-1 TGCTTCGAGAACTTCC-1 TGCTTCGCACACTTAG-1 
##                 11                  3                  5                  4 
## TGCTTCGCAGACACAG-1 TGCTTCGGTTCAAGTC-1 TGCTTGCCAACTTCTT-1 TGGAACTAGGTGAGCT-1 
##                 10                  5                  3                  6 
## TGGAACTAGTAGGAAG-1 TGGAACTCACGAGAAC-1 TGGAACTTCCCGGTAG-1 TGGAACTTCTAACACG-1 
##                  4                  5                 10                  1 
## TGGAGAGCAACGATCT-1 TGGAGGAAGAAATGGG-1 TGGATCAAGCTGTCCG-1 TGGATCAAGTAGGGTC-1 
##                  0                  0                  6                  2 
## TGGATCAAGTTGAAGT-1 TGGATCACACTGTGAT-1 TGGATGTCAACAAGTA-1 TGGATGTCACACCAGC-1 
##                  7                 14                 10                  3 
## TGGATGTGTTCAAGTC-1 TGGATGTTCGTGAGAG-1 TGGCGTGTCGCTGTTC-1 TGGGAGACACGCGCTA-1 
##                 13                  2                  2                  5 
## TGGGAGAGTAGCACAG-1 TGGGAGAGTATGGTTC-1 TGGGATTAGTGGTCAG-1 TGGGATTTCATGGCCG-1 
##                  1                  1                  2                  0 
## TGGGCGTAGAAGCCAC-1 TGGGCGTCATAATCGC-1 TGGGCGTGTGCCTATA-1 TGGGCTGCATACAGCT-1 
##                  6                  2                  5                  9 
## TGGGTTATCATTCGTT-1 TGGTACAAGATGGGCT-1 TGGTACATCCTTCTAA-1 TGGTAGTAGGTGAGAA-1 
##                  7                  0                  0                  3 
## TGGTAGTGTGCATCTA-1 TGGTAGTTCTCCGAAA-1 TGGTGATTCATGGGAG-1 TGGTTAGAGTTGCGCC-1 
##                  1                  7                  3                 14 
## TGGTTAGGTAACTTCG-1 TGTAAGCTCACCTCGT-1 TGTAAGCTCTGGGATT-1 TGTACAGAGCATATGA-1 
##                  0                 12                 13                  8 
## TGTAGACAGAGAAGGT-1 TGTAGACCAATAGTAG-1 TGTAGACCATACCAGT-1 TGTAGACCATGACACT-1 
##                  7                  1                  5                  8 
## TGTCAGAAGAACAGGA-1 TGTCAGAAGTAGGTTA-1 TGTCAGAGTGAGTTTC-1 TGTCAGATCCACATAG-1 
##                  7                  7                  0                 12 
## TGTCCACCAGGCTATT-1 TGTCCACCATTAAAGG-1 TGTCCACTCAGTCATG-1 TGTCCCACATCACCAA-1 
##                 12                 11                  7                  2 
## TGTCCCAGTACGATCT-1 TGTCCCATCTTGGATG-1 TGTCCTGGTGAAAGTT-1 TGTCCTGTCTGATGGT-1 
##                  5                  4                  0                  0 
## TGTGAGTAGATGGCGT-1 TGTGAGTAGCAACTTC-1 TGTGAGTAGCGGCTCT-1 TGTGAGTTCTCATGCC-1 
##                 13                  3                 14                  2 
## TGTGATGCACTGCTTC-1 TGTGATGTCGAGGCAA-1 TGTGCGGGTTGGGATG-1 TGTGCGGTCACACCCT-1 
##                  4                 10                  9                  0 
## TGTGCGGTCTGGACTA-1 TGTGCGGTCTTGAACG-1 TGTGGCGAGCACTAGG-1 TGTGGCGAGCCTAACT-1 
##                  3                  4                  1                  5 
## TGTGGCGAGGTATCTC-1 TGTGGCGCAATCGCCG-1 TGTGGCGGTCATCCCT-1 TGTGGCGGTCGTACTA-1 
##                  7                  0                  3                  1 
## TGTGGCGGTGAGTTTC-1 TGTGGCGGTTAAGGAT-1 TGTGGCGTCCACCTGT-1 TGTGTGATCGCCTTGT-1 
##                  8                  4                 13                  8 
## TGTTACTTCCGTCCTA-1 TGTTACTTCTCGCTCA-1 TGTTCATAGGAACTAT-1 TGTTCATCACAGCTTA-1 
##                  1                  3                  0                  5 
## TGTTCATGTAGACGTG-1 TGTTCATGTATCCCAA-1 TGTTCATGTTGTGGAG-1 TGTTCCGAGACCATAA-1 
##                  0                  1                  6                 10 
## TGTTCTACAACCACAT-1 TGTTCTACAAGAGCTG-1 TGTTCTATCTTTACAC-1 TGTTGAGAGTGCAGCA-1 
##                  2                  0                  8                  0 
## TGTTGAGGTCGGCTAC-1 TGTTGAGTCTACACTT-1 TGTTGAGTCTCTCCGA-1 TGTTGGAAGTTAGTAG-1 
##                  3                  1                  9                  6 
## TGTTGGAGTACGCGTC-1 TGTTGGAGTTATTCCT-1 TGTTTGTAGGACGCAT-1 TTAATCCAGCGTCGAA-1 
##                 13                 14                  1                 12 
## TTACAGGAGAATGTTG-1 TTACAGGCAGCAGTTT-1 TTACAGGGTGCTTCAA-1 TTACCGCAGCTGGAGT-1 
##                  2                  5                  4                 12 
## TTACCGCTCGACGATT-1 TTACCGCTCGGTCATA-1 TTACGCCAGACGGAAA-1 TTACGCCAGGGACTGT-1 
##                 10                  3                  6                 10 
## TTACGCCCACCGGAAA-1 TTACGCCGTCGGTGTC-1 TTACGCCTCTAAACGC-1 TTACGTTCACGTATAC-1 
##                  8                  2                  3                  5 
## TTACGTTCAGGCGAAT-1 TTAGGCACATCGTCCT-1 TTAGGCATCCATTGCC-1 TTAGGGTCATCTCAAG-1 
##                  3                  1                  2                  0 
## TTAGGGTGTATCGAGG-1 TTAGGGTTCTAGCCAA-1 TTAGTCTAGAACTTCC-1 TTAGTCTCATATAGCC-1 
##                  0                 11                  0                 14 
## TTAGTCTGTACACTCA-1 TTAGTCTGTATGAGCG-1 TTAGTCTGTCGATTTG-1 TTATTGCCACATATGC-1 
##                  0                  2                  1                  2 
## TTATTGCTCAACTGAC-1 TTATTGCTCATTTCGT-1 TTCAATCAGTGAGTGC-1 TTCAATCCATTAGGCT-1 
##                  8                  0                  1                  5 
## TTCACCGAGGCTCAAG-1 TTCACCGGTTCAACGT-1 TTCACGCGTCCGTACG-1 TTCACGCGTGCCCTTT-1 
##                  2                  6                  0                  2 
## TTCAGGAAGAGAACCC-1 TTCAGGAAGGGCAGAG-1 TTCAGGACAACTTGCA-1 TTCAGGATCATCAGTG-1 
##                  2                 10                  4                  1 
## TTCAGGATCATTTCCA-1 TTCATGTAGGACTAAT-1 TTCATTGGTCTCAGAT-1 TTCATTGTCTGTCCCA-1 
##                  1                  5                  3                  3 
## TTCCAATAGTCTGCGC-1 TTCCAATCATCAGCAT-1 TTCCACGGTAGGTGCA-1 TTCCACGGTATCGCTA-1 
##                  0                  6                  0                  2 
## TTCCACGGTTACAGCT-1 TTCCGGTAGCTTAAGA-1 TTCCGGTCAAGTATAG-1 TTCCGGTCATCATCTT-1 
##                  3                  5                  4                  3 
## TTCCGGTCATCCTAAG-1 TTCCGGTGTTGGTAGG-1 TTCCGTGGTATGAAGT-1 TTCCTAAAGGCTCCCA-1 
##                  0                  0                  3                  0 
## TTCCTCTAGGTCACAG-1 TTCCTCTGTACGTGTT-1 TTCCTTCTCCACAAGT-1 TTCGATTTCTCCCATG-1 
##                  0                  4                 11                  9 
## TTCGCTGCACATGTTG-1 TTCGCTGCATACAGAA-1 TTCGGTCTCGTAGTGT-1 TTCTAACCAAGCAGGT-1 
##                  4                  3                  0                  0 
## TTCTAACTCAAGCTTG-1 TTCTAGTAGCTAGAGC-1 TTCTAGTAGTTGGAAT-1 TTCTAGTGTTCTTCAT-1 
##                  5                 10                  5                  3 
## TTCTCTCAGCTGTTCA-1 TTCTGTAAGAAGGCTC-1 TTCTGTAAGCATGTTC-1 TTCTGTAAGGAACATT-1 
##                 10                  3                  1                  2 
## TTCTTCCAGTTCCATG-1 TTCTTCCGTGCATTTG-1 TTCTTCCGTTAACAGA-1 TTCTTGAAGAAACCCG-1 
##                  0                  0                  1                  0 
## TTCTTGAAGTTGGAAT-1 TTGAACGAGAAGCCTG-1 TTGAACGAGGGAGATA-1 TTGAACGTCCGATAAC-1 
##                  5                  0                  0                  1 
## TTGACCCGTCGGTACC-1 TTGAGTGGTATATGGA-1 TTGCATTCACATATGC-1 TTGCATTCAGGCTACC-1 
##                  9                  0                  1                  1 
## TTGCATTGTTCCTAGA-1 TTGCATTTCACCTGTC-1 TTGCCTGAGGTTAAAC-1 TTGCCTGCATTCACCC-1 
##                  2                  8                  0                  1 
## TTGCGTCAGCATGCAG-1 TTGCGTCAGTGCCCGT-1 TTGCGTCCAATACCTG-1 TTGCGTCGTTCGGTCG-1 
##                  1                  4                  4                  0 
## TTGGATGCAATGTCAC-1 TTGGATGTCTGGCCAG-1 TTGGGATCACTAACCA-1 TTGGGATGTACTGAGG-1 
##                  4                  3                  3                  2 
## TTGGGATGTTTGTTCT-1 TTGGGCGAGGCCACTC-1 TTGGGCGGTCCTTTGC-1 TTGGGCGGTTACAGCT-1 
##                  8                  0                  1                 11 
## TTGGGCGGTTGTTTGG-1 TTGGGTATCCGAGAAG-1 TTGGGTATCTTCCCAG-1 TTGGTTTAGAGCCTGA-1 
##                  4                  5                  2                  4 
## TTGGTTTCAGGTCAGA-1 TTGTGTTCAATGGGTG-1 TTGTGTTGTCGAGCAA-1 TTGTGTTGTCTTGAGT-1 
##                  2                  5                  0                  7 
## TTGTTCAAGCAATTAG-1 TTGTTTGTCCTTCAGC-1 TTTACCAAGAAATGGG-1 TTTACCACATCATCTT-1 
##                  5                  1                  4                 10 
## TTTACGTAGCACTCTA-1 TTTACGTGTAGATTAG-1 TTTACGTGTTACGATC-1 TTTACTGTCAGGAAAT-1 
##                 10                  3                  2                  5 
## TTTAGTCAGAAATCCA-1 TTTAGTCCAACGTATC-1 TTTAGTCCACAGTCAT-1 TTTAGTCTCGCCAGTG-1 
##                  4                  1                  2                 13 
## TTTATGCAGCGCATCC-1 TTTATGCAGGATCATA-1 TTTATGCCAACAGAGC-1 TTTATGCCACCAGACC-1 
##                 11                  1                 10                  4 
## TTTATGCTCGTTCTGC-1 TTTCACAGTGACAGGT-1 TTTCACAGTGGCCTCA-1 TTTCAGTAGTCTACCA-1 
##                  0                  0                  5                 10 
## TTTCAGTCAGCTCGGT-1 TTTCATGAGGTTGACG-1 TTTCATGCATTGAAAG-1 TTTCATGTCTTTCCAA-1 
##                  1                 10                  0                  8 
## TTTCCTCCACCTGAAT-1 TTTCGATAGATAGCTA-1 TTTCGATGTAGAAACT-1 TTTGACTAGACCCGCT-1 
##                  8                  6                 11                  5 
## TTTGATCAGGAACGTC-1 TTTGATCTCATTCTTG-1 TTTGGAGTCCACGTCT-1 TTTGGAGTCCGTAGGC-1 
##                 12                  8                  7                  5 
## TTTGTTGGTCTAACTG-1 
##                  6 
## Levels: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14

Clustering

We then visualise the clustering using the Dimplot fucntion which will use the active.ident slot by default.

DimPlot(Nd1T.obj.filt, reduction = "umap")

Compare clustering

We can quickly compare the clusters from Bioconductor and Seurat.

bioc.clusters <- data.frame(Bioc = sce.NeuroD1_filtered_QCed$label, row.names = sce.NeuroD1_filtered_QCed$Barcode)
seurat.clusters <- as.data.frame(Nd1T.obj.filt@active.ident)
colnames(seurat.clusters) <- "Seurat"
clustersAll <- merge(bioc.clusters, seurat.clusters, by = 0, all = FALSE)

Compare clustering

tab <- table(Bioc = clustersAll$Bioc, Seurat = clustersAll$Seurat)
rownames(tab) <- paste("Bioc", rownames(tab))
colnames(tab) <- paste("Seurat", colnames(tab))
library(pheatmap)
pheatmap(log10(tab + 10), color = viridis::viridis(100), cluster_cols = FALSE, cluster_rows = FALSE)

Find Markers

The FindAllMarkers function allows us to identify markers across all clusters.

Nd1T.markers <- FindAllMarkers(Nd1T.obj.filt, only.pos = TRUE)
## Calculating cluster 0
## Calculating cluster 1
## Calculating cluster 2
## Calculating cluster 3
## Calculating cluster 4
## Calculating cluster 5
## Calculating cluster 6
## Calculating cluster 7
## Calculating cluster 8
## Calculating cluster 9
## Calculating cluster 10
## Calculating cluster 11
## Calculating cluster 12
## Calculating cluster 13
## Calculating cluster 14
Nd1T.markers[Nd1T.markers$cluster == 0, ]
##                            p_val avg_log2FC pct.1 pct.2     p_val_adj cluster
## B3galt5            2.440379e-155  2.8526611 0.922 0.196 1.352385e-150       0
## Pla2g7             1.302408e-143  2.4279011 0.925 0.205 7.217554e-139       0
## Slc5a4b            1.252646e-141  2.6025829 0.951 0.250 6.941788e-137       0
## Lypd8l             1.740410e-140  2.6469818 0.985 0.346 9.644831e-136       0
## Otop3              1.904773e-137  2.4266646 0.948 0.243 1.055568e-132       0
## 2810025M15Rik      7.307553e-136  2.5728177 0.989 0.352 4.049626e-131       0
## Serpinf2           1.494790e-133  2.6178289 0.966 0.372 8.283678e-129       0
## Clps               1.318165e-132  3.6784690 0.821 0.180 7.304873e-128       0
## Ltf                3.013284e-131  2.9491201 0.743 0.123 1.669872e-126       0
## Ccnd2              7.159226e-130  2.6783279 0.996 0.459 3.967428e-125       0
## Reg4               1.884575e-128  3.1349270 1.000 0.922 1.044375e-123       0
## Fmo2               1.606982e-125  1.9571071 0.888 0.198 8.905410e-121       0
## Ambp               2.141128e-125  2.3034782 1.000 0.668 1.186549e-120       0
## Tpbg               2.717891e-124  2.0939799 0.985 0.301 1.506174e-119       0
## Fabp3              1.523559e-122  2.3265199 0.728 0.119 8.443107e-118       0
## Shisa9             4.290514e-121  2.1869819 0.925 0.240 2.377674e-116       0
## Sox5               6.969372e-120  1.6865693 0.989 0.270 3.862217e-115       0
## Lonrf1             1.013208e-119  2.1404930 0.910 0.245 5.614896e-115       0
## 4930556N09Rik      7.558951e-117  2.1522030 0.925 0.256 4.188944e-112       0
## Grik4              1.958932e-116  1.7999775 0.974 0.275 1.085581e-111       0
## TMT                2.664541e-116  1.7073790 1.000 0.899 1.476608e-111       0
## Cwh43              9.773883e-116  2.2086025 0.918 0.238 5.416393e-111       0
## Krt7               3.250701e-115  2.1473032 1.000 0.750 1.801441e-110       0
## Rbp1               9.781960e-114  2.1658295 0.948 0.337 5.420869e-109       0
## Tph1               3.738842e-113  2.1511531 1.000 0.704 2.071954e-108       0
## Krt19              5.667405e-113  2.1202819 1.000 0.640 3.140706e-108       0
## Stab2              7.208289e-112  2.0309337 0.799 0.164 3.994617e-107       0
## Trpc4              2.898963e-111  1.9220186 0.978 0.329 1.606518e-106       0
## Apoa5              6.438765e-111  2.6578584 0.634 0.095 3.568171e-106       0
## Gpx3               1.950983e-110  1.9425049 1.000 0.716 1.081176e-105       0
## Afp                5.152599e-110  2.5005998 0.985 0.569 2.855416e-105       0
## Iqsec1             6.796012e-110  2.0127240 1.000 0.422 3.766146e-105       0
## Aqp9               3.351982e-109  1.9826683 0.866 0.218 1.857568e-104       0
## Sqor               3.584572e-108  2.0477443 0.981 0.526 1.986462e-103       0
## Itprid2            4.157717e-106  2.0086443 1.000 0.637 2.304082e-101       0
## Rpp25              6.359389e-106  2.2598972 0.642 0.101 3.524183e-101       0
## Grid1              1.082577e-104  2.1513141 0.780 0.173 5.999318e-100       0
## Foxa1              5.586709e-103  1.8496558 0.996 0.451  3.095987e-98       0
## Apoc3              4.499056e-102  2.1950002 0.989 0.599  2.493242e-97       0
## 1810006J02Rik      1.761116e-101  1.7339278 0.914 0.235  9.759575e-97       0
## Chga               2.429045e-101  2.0684678 1.000 0.887  1.346104e-96       0
## Trpa1              4.852274e-101  1.5013157 0.966 0.338  2.688985e-96       0
## Asph               3.333061e-100  1.6141956 0.996 0.793  1.847082e-95       0
## Cd63                1.292548e-98  1.5393873 0.996 0.722  7.162916e-94       0
## S100a6              5.874664e-96  1.8402994 0.978 0.402  3.255563e-91       0
## Slc18a1             1.644698e-95  1.6319037 1.000 0.726  9.114421e-91       0
## Shisa2              1.192610e-94  1.9493277 0.955 0.397  6.609086e-90       0
## Adcy8               1.532252e-94  1.7120401 0.993 0.390  8.491282e-90       0
## Gm15200             1.798197e-94  1.9147665 0.981 0.475  9.965070e-90       0
## Gm46565             2.184940e-94  1.7683420 0.925 0.312  1.210828e-89       0
## Tmem238l            3.033060e-94  2.1516435 0.780 0.203  1.680831e-89       0
## Serpini1            3.814313e-94  2.0384713 0.851 0.260  2.113778e-89       0
## Chgb                5.716401e-94  1.6711273 1.000 0.981  3.167858e-89       0
## Pkdcc               9.023127e-94  1.7406709 0.989 0.608  5.000347e-89       0
## Etnk1               9.896071e-94  1.3676140 1.000 0.814  5.484106e-89       0
## St8sia3             1.421857e-93  2.0387246 0.881 0.311  7.879503e-89       0
## Lmx1a               6.812162e-93  1.6559974 1.000 0.392  3.775096e-88       0
## Gm13373             8.291996e-93  2.4685611 0.690 0.151  4.595175e-88       0
## Adh1                8.645003e-93  2.0811599 0.989 0.601  4.790801e-88       0
## Sulf2               2.550954e-92  1.7561141 0.948 0.369  1.413662e-87       0
## Mapk14              7.035011e-91  1.4567814 1.000 0.797  3.898592e-86       0
## Camk2n1             1.008331e-90  1.3766323 0.996 0.740  5.587868e-86       0
## Sorl1               3.081133e-90  1.7516480 0.993 0.525  1.707471e-85       0
## Marcksl1            3.936190e-90  1.7232378 0.974 0.455  2.181318e-85       0
## Trpm2               3.218730e-89  1.5868302 1.000 0.448  1.783724e-84       0
## Itpr3               8.693427e-89  1.5885131 0.993 0.693  4.817636e-84       0
## Tbx3os2             9.298276e-89  1.9696739 0.772 0.193  5.152826e-84       0
## Ptprs               2.033853e-88  2.0346346 0.858 0.304  1.127100e-83       0
## Enpp2               2.921608e-88  2.3762590 0.481 0.065  1.619067e-83       0
## Sox4                3.884646e-88  1.8226217 0.996 0.703  2.152754e-83       0
## Pcp4l1              1.881557e-87  1.6455709 0.653 0.125  1.042703e-82       0
## Tmem59l             3.416789e-87  4.5403793 0.302 0.016  1.893482e-82       0
## Slc34a1             1.143508e-86  2.7614379 0.470 0.060  6.336981e-82       0
## Cdk14               1.711517e-86  1.4756644 1.000 0.374  9.484713e-82       0
## Tm4sf5              2.489644e-86  1.6432949 1.000 0.816  1.379686e-81       0
## Ssbp2               2.968477e-86  0.9483822 0.951 0.341  1.645041e-81       0
## Amigo2              3.173392e-86  1.7558876 0.866 0.319  1.758598e-81       0
## 0610010F05Rik       6.810041e-86  1.6962368 0.981 0.567  3.773920e-81       0
## Asns                2.579253e-85  1.9608705 0.881 0.394  1.429345e-80       0
## Tnfrsf11b           3.277330e-85  1.7290355 0.784 0.203  1.816198e-80       0
## 9330154J02Rik       3.678294e-85  1.6629684 0.750 0.181  2.038400e-80       0
## Rasal2              4.825583e-85  1.6195236 1.000 0.705  2.674193e-80       0
## Slc38a11            6.364577e-85  1.5677458 0.989 0.375  3.527058e-80       0
## Acadsb              2.460793e-84  1.8258354 0.959 0.573  1.363697e-79       0
## Gm37060             8.746246e-84  1.6178375 0.873 0.276  4.846907e-79       0
## Upb1                1.043329e-83  1.7657011 0.951 0.510  5.781818e-79       0
## Snap25              1.647009e-83  1.4220435 1.000 0.777  9.127228e-79       0
## Parp1               5.633336e-83  1.5897320 0.978 0.572  3.121826e-78       0
## Frmd3               1.303835e-82  2.2788476 0.649 0.148  7.225462e-78       0
## Pkm                 2.345101e-82  1.1091166 1.000 0.881  1.299585e-77       0
## Igfbp4              2.926304e-82  2.1749815 0.743 0.207  1.621670e-77       0
## 1700065O20Rik       3.156569e-82  2.4249828 0.530 0.087  1.749276e-77       0
## Ffar2               5.705209e-82  1.6122088 0.981 0.451  3.161656e-77       0
## Reep6               7.771100e-82  1.3172989 0.985 0.719  4.306511e-77       0
## Fcgbp               2.402202e-81  1.3782349 0.937 0.483  1.331228e-76       0
## Nptx2               1.564791e-80  3.2175560 0.407 0.049  8.671600e-76       0
## Cystm1              2.021996e-80  1.1844348 1.000 0.921  1.120530e-75       0
## Slc38a1             2.061021e-80  1.4908592 0.985 0.566  1.142156e-75       0
## Dlg2                6.671450e-80  1.5827731 0.981 0.480  3.697117e-75       0
## Gm39149             9.460015e-80  2.6052675 0.657 0.166  5.242456e-75       0
## C230038L03Rik       1.473580e-79  1.4159050 0.720 0.180  8.166137e-75       0
## Sptssa              2.569636e-79  1.3925082 0.981 0.663  1.424015e-74       0
## Gtf2f2              4.568165e-79  1.5042675 1.000 0.695  2.531540e-74       0
## Rnase4              6.556841e-79  1.3472392 1.000 0.680  3.633605e-74       0
## C230014O12Rik       9.943259e-79  2.6845352 0.448 0.063  5.510256e-74       0
## Ramp1               2.332684e-78  1.9179281 0.735 0.185  1.292704e-73       0
## Gspt1               8.477308e-78  1.4054462 0.996 0.722  4.697870e-73       0
## Rgs2                2.130946e-77  1.7287053 0.974 0.561  1.180906e-72       0
## Glis3               3.370107e-77  1.3005632 1.000 0.742  1.867612e-72       0
## Hepacam2            5.270660e-77  1.0176366 1.000 0.867  2.920842e-72       0
## Ccdc68              5.288863e-77  1.4879555 0.993 0.598  2.930929e-72       0
## Eid1                8.431232e-77  1.4547824 0.996 0.616  4.672336e-72       0
## Stx18               8.831997e-77  1.6478349 0.951 0.528  4.894428e-72       0
## Cyrib               1.214765e-76  1.3172130 0.996 0.765  6.731864e-72       0
## Dtnb                2.390993e-76  1.3696450 0.993 0.626  1.325017e-71       0
## Ttyh1               9.654314e-76  1.9167374 0.858 0.359  5.350131e-71       0
## Cpb2                1.131506e-75  3.4802875 0.392 0.049  6.270466e-71       0
## Pdzk1               2.100418e-75  1.4786328 0.929 0.399  1.163989e-70       0
## Cd164               4.760116e-75  1.1983698 0.996 0.738  2.637914e-70       0
## Edf1                6.892526e-75  1.1400451 1.000 0.775  3.819631e-70       0
## Il18r1              8.117034e-75  1.6556910 0.813 0.277  4.498217e-70       0
## Tmigd3              1.292192e-74  1.6081634 0.914 0.372  7.160939e-70       0
## Cartpt              1.678386e-74  1.6931864 0.750 0.216  9.301111e-70       0
## Pirt                3.179598e-74  1.9041178 0.675 0.174  1.762038e-69       0
## Arfgef1             4.982592e-74  1.1028328 1.000 0.873  2.761203e-69       0
## Wfikkn2             7.011283e-74  3.0900937 0.399 0.052  3.885443e-69       0
## Cnksr2              7.037601e-74  1.7704293 0.653 0.155  3.900027e-69       0
## Gsdme               1.043530e-73  1.3275823 0.993 0.603  5.782931e-69       0
## Ifi30               4.415307e-73  1.3334257 0.974 0.624  2.446831e-68       0
## R3hdml              6.059750e-73  3.0272172 0.440 0.067  3.358132e-68       0
## Ankrd55             8.882233e-73  1.3852392 0.575 0.116  4.922267e-68       0
## Stxbp5l             1.679421e-72  1.3099991 1.000 0.802  9.306848e-68       0
## Sdcbp               1.685421e-72  1.0779361 0.996 0.815  9.340098e-68       0
## Lamp1               1.804005e-72  1.0815537 0.996 0.774  9.997255e-68       0
## Syt13               3.154396e-72  1.3304508 1.000 0.632  1.748071e-67       0
## Gulo                4.796542e-72  3.4322992 0.336 0.035  2.658100e-67       0
## Slco2a1             6.513427e-72  1.3251174 0.996 0.782  3.609546e-67       0
## Fam43a              1.331832e-71  1.6971112 0.869 0.378  7.380613e-67       0
## Atp6v1b2            1.456506e-71  1.2024016 1.000 0.775  8.071517e-67       0
## Foxq1               2.678908e-71  2.0713198 0.705 0.214  1.484570e-66       0
## Cd47                2.800021e-71  1.2637403 0.989 0.776  1.551688e-66       0
## Xxylt1              3.518308e-71  1.5578097 0.873 0.370  1.949741e-66       0
## Flrt1               3.741941e-71  1.6956377 0.799 0.264  2.073671e-66       0
## Gm44678             3.956933e-71  1.5709542 0.713 0.183  2.192813e-66       0
## Gm30551             4.632041e-71  1.3759383 0.974 0.486  2.566938e-66       0
## Mtss1               4.731251e-71  1.1616037 0.996 0.796  2.621917e-66       0
## Syt7                5.429869e-71  1.3148155 0.996 0.751  3.009071e-66       0
## Ppp1r14c            6.921130e-71  1.6363171 0.951 0.480  3.835483e-66       0
## Tubb2b              1.072351e-70  1.8508665 0.858 0.377  5.942645e-66       0
## Prnp                2.003050e-70  1.2735660 1.000 0.716  1.110030e-65       0
## Gstt1               3.546234e-70  0.8292112 0.966 0.558  1.965217e-65       0
## Trim31              6.740108e-70  1.4936409 0.951 0.474  3.735165e-65       0
## Kazald1             1.197989e-69  2.3990937 0.507 0.100  6.638897e-65       0
## Cyp2d10             1.262429e-69  3.0827453 0.321 0.033  6.996003e-65       0
## Cyfip2              1.547712e-69  2.3986875 0.504 0.098  8.576956e-65       0
## Ush2a               2.204859e-69  1.9484908 0.724 0.229  1.221867e-64       0
## Scn8a               3.036970e-69  1.3284534 0.910 0.366  1.682998e-64       0
## Nrg1                3.624577e-69  1.7672474 0.940 0.592  2.008632e-64       0
## Sh3kbp1             5.309666e-69  1.2991286 0.985 0.655  2.942458e-64       0
## Ddhd1               8.989236e-69  1.3967861 0.978 0.646  4.981565e-64       0
## Cmpk1               1.026915e-68  1.0812032 1.000 0.784  5.690857e-64       0
## Scn3a               1.183928e-68  1.2536912 1.000 0.645  6.560976e-64       0
## Ankfy1              1.721154e-68  1.2112895 0.985 0.742  9.538121e-64       0
## Neurod1             2.874750e-68  1.1347181 1.000 0.847  1.593100e-63       0
## Tspan13             4.460835e-68  1.2344048 0.996 0.744  2.472061e-63       0
## Tenm1               5.026279e-68  1.8390433 0.604 0.148  2.785413e-63       0
## Ptgr1               5.394840e-68  1.7149610 0.757 0.259  2.989659e-63       0
## Slc38a3             6.572970e-68  2.6936091 0.325 0.033  3.642543e-63       0
## Rasgrp2             8.165105e-68  3.3103607 0.340 0.040  4.524856e-63       0
## Kcnc1               2.020450e-67  1.2541301 0.985 0.480  1.119673e-62       0
## Stard10             2.494622e-67  0.9965190 1.000 0.804  1.382445e-62       0
## Lcorl               3.216295e-67  1.0558758 1.000 0.918  1.782374e-62       0
## Syn2                3.317236e-67  1.2780769 0.985 0.642  1.838313e-62       0
## Reep5               6.533000e-67  1.4110829 0.884 0.392  3.620393e-62       0
## Akr1b7              1.000252e-66  1.4214283 0.821 0.301  5.543094e-62       0
## Gsdma               1.075918e-66  1.4625754 0.959 0.475  5.962417e-62       0
## Adh7                2.216468e-66  2.3804988 0.362 0.047  1.228300e-61       0
## Fry                 4.589693e-66  1.1619373 1.000 0.756  2.543470e-61       0
## Ccdc162             6.685314e-66  1.3069826 0.873 0.361  3.704801e-61       0
## Utrn                8.273888e-66  1.1097786 0.996 0.848  4.585140e-61       0
## Man2a1              2.362997e-65  1.1414792 0.996 0.775  1.309502e-60       0
## 2300009A05Rik       2.842699e-65  1.6734626 0.866 0.464  1.575339e-60       0
## Grm4                3.367747e-65  1.4505488 0.810 0.291  1.866304e-60       0
## Pde11a              3.538733e-65  1.2332006 0.996 0.666  1.961060e-60       0
## Rgs7                4.866544e-65  1.1990454 0.996 0.651  2.696893e-60       0
## Fa2h                6.358023e-65  1.6767689 0.657 0.180  3.523426e-60       0
## Lap3                1.597372e-64  0.9902141 1.000 0.730  8.852155e-60       0
## Eif4g2              6.319742e-64  0.9092736 0.996 0.839  3.502211e-59       0
## Npy1r               8.496526e-64  2.1863039 0.522 0.111  4.708520e-59       0
## Trpc7               1.271627e-63  1.0307942 0.657 0.167  7.046977e-59       0
## Stim2               1.393725e-63  1.2385511 0.993 0.756  7.723606e-59       0
## Marcks              1.535553e-63  1.0521117 0.996 0.788  8.509571e-59       0
## Adcy1               1.784662e-63  1.4213725 0.854 0.335  9.890061e-59       0
## Gm37788             2.178678e-63  1.5972113 0.683 0.199  1.207358e-58       0
## Tmem59              2.504806e-63  1.0104483 1.000 0.783  1.388088e-58       0
## Chn2                4.456248e-63  1.1256262 0.996 0.811  2.469519e-58       0
## Serpinb1a           5.053565e-63  0.9926708 1.000 0.827  2.800534e-58       0
## Tmprss2             5.287967e-63  1.3947990 0.951 0.522  2.930433e-58       0
## Ccdc3               7.123196e-63  1.7504173 0.653 0.188  3.947462e-58       0
## Rab3c               8.849775e-63  1.0819911 0.989 0.519  4.904280e-58       0
## Glul                9.614440e-63  1.3708954 0.974 0.607  5.328034e-58       0
## Dach2               1.148728e-62  1.4638419 0.802 0.292  6.365907e-58       0
## Gm45183             1.542621e-62  1.6841298 0.597 0.144  8.548742e-58       0
## Wnt3                2.051849e-62  1.7175854 0.776 0.291  1.137073e-57       0
## Phgr1               4.133644e-62  1.1696104 0.996 0.733  2.290741e-57       0
## Tmprss6             8.446029e-62  2.5316890 0.407 0.068  4.680536e-57       0
## Pim3                1.199871e-61  1.6414037 0.873 0.420  6.649324e-57       0
## Gng5                1.736654e-61  1.1785805 0.996 0.761  9.624014e-57       0
## Evpl                4.486515e-61  1.3577091 0.884 0.448  2.486292e-56       0
## Ftl1                9.937745e-61  0.9347913 1.000 0.848  5.507200e-56       0
## Gm50412             1.230075e-60  2.9159388 0.231 0.015  6.816709e-56       0
## Ccdc170             1.910513e-60  1.5793444 0.642 0.173  1.058749e-55       0
## S100a1              3.098221e-60  1.1139473 0.963 0.587  1.716941e-55       0
## Txn1                3.137304e-60  0.8843116 1.000 0.871  1.738600e-55       0
## Ddt                 4.255128e-60  1.3867840 0.896 0.496  2.358064e-55       0
## Asap1               6.784084e-60  1.1702055 0.981 0.604  3.759536e-55       0
## Lypd8               1.045522e-59  1.0987611 0.996 0.676  5.793971e-55       0
## Bcas3               1.087602e-59  1.0761544 0.993 0.763  6.027162e-55       0
## Gadd45a             3.606817e-59  1.2533422 0.937 0.546  1.998790e-54       0
## Vps50               6.129425e-59  1.5039421 0.925 0.615  3.396743e-54       0
## F10                 6.797664e-59  2.3479923 0.317 0.040  3.767061e-54       0
## Smim22              8.315595e-59  0.9194187 1.000 0.827  4.608253e-54       0
## Platr26             9.455558e-59  3.4316472 0.310 0.039  5.239987e-54       0
## Rnf145              1.015876e-58  1.2191407 0.959 0.587  5.629679e-54       0
## Selenom             1.185699e-58  1.0697569 0.996 0.715  6.570789e-54       0
## Hcn1                1.519842e-58  1.1144038 0.933 0.441  8.422509e-54       0
## Fgf14               1.618725e-58  1.2989760 0.963 0.606  8.970491e-54       0
## Ube2g1              4.417532e-58  1.1401163 0.981 0.750  2.448064e-53       0
## Resp18              4.514120e-58  1.2324341 1.000 0.692  2.501590e-53       0
## Slc47a1             7.394014e-58  1.4406690 0.698 0.215  4.097541e-53       0
## Epb41l4b            7.717683e-58  0.9374367 1.000 0.844  4.276909e-53       0
## Stim1               9.439661e-58  1.2243084 0.948 0.569  5.231177e-53       0
## Bex3                1.671619e-57  1.0341165 0.985 0.624  9.263613e-53       0
## Krt8                3.133815e-57  0.8088701 1.000 0.948  1.736666e-52       0
## Tbx3                5.053287e-57  0.9412142 1.000 0.826  2.800380e-52       0
## Azin2               5.834134e-57  1.8195526 0.623 0.194  3.233102e-52       0
## Dgkb                9.774934e-57  2.2312762 0.825 0.372  5.416975e-52       0
## Svip                1.276397e-56  1.1879612 0.963 0.614  7.073410e-52       0
## Nars2               1.298796e-56  1.1278694 0.940 0.488  7.197540e-52       0
## Fkbp1b              2.003423e-56  2.2740006 0.504 0.125  1.110237e-51       0
## Celf2               2.965900e-56  1.1641240 0.843 0.339  1.643613e-51       0
## Pfkl                3.945781e-56  1.4642055 0.862 0.453  2.186633e-51       0
## Atp6v0c             6.190001e-56  0.8791823 1.000 0.778  3.430313e-51       0
## Tm9sf3              1.409669e-55  0.8482595 1.000 0.835  7.811963e-51       0
## Dynll1              2.400869e-55  1.1197274 0.981 0.648  1.330490e-50       0
## Atp2a3              2.972028e-55  1.1653153 0.929 0.501  1.647009e-50       0
## Pde4d               3.293249e-55  1.0121455 0.996 0.941  1.825020e-50       0
## Hbegf               3.469430e-55  1.4241821 0.840 0.374  1.922654e-50       0
## Prodh2              3.579035e-55  1.3842462 0.854 0.390  1.983394e-50       0
## Mgst3               5.097330e-55  0.9184919 0.985 0.738  2.824787e-50       0
## Fsd1l               5.151335e-55  1.0047723 0.993 0.700  2.854715e-50       0
## Tceal9              5.365062e-55  0.9751478 0.985 0.705  2.973156e-50       0
## Trim15              6.872804e-55  1.3337206 0.750 0.266  3.808702e-50       0
## Serinc2             2.787194e-54  1.1370379 0.948 0.608  1.544579e-49       0
## Fgfrl1              5.406088e-54  2.4970894 0.410 0.085  2.995892e-49       0
## Cacna1h             5.659086e-54  1.2460406 0.873 0.443  3.136096e-49       0
## Plpp2               7.613059e-54  1.3178028 0.888 0.471  4.218929e-49       0
## Nipal2              9.297105e-54  1.0066452 0.996 0.790  5.152176e-49       0
## Zc3h12b             1.143861e-53  1.5007635 0.784 0.352  6.338932e-49       0
## Gpr155              1.589167e-53  1.6050032 0.690 0.241  8.806684e-49       0
## Zfp622              1.636695e-53  1.3192890 0.925 0.557  9.070075e-49       0
## Tgoln1              2.105345e-53  0.9959481 0.989 0.738  1.166719e-48       0
## Sorcs2              2.677183e-53  1.1230989 0.918 0.446  1.483615e-48       0
## Glipr2              3.548176e-53  1.3864067 0.743 0.278  1.966292e-48       0
## Parvb               4.499577e-53  1.4625806 0.735 0.279  2.493530e-48       0
## Plk5                9.317039e-53  2.1474281 0.478 0.113  5.163223e-48       0
## Hopx                1.640220e-52  0.9382788 1.000 0.783  9.089607e-48       0
## Dhcr24              1.831489e-52  1.1918791 0.903 0.493  1.014956e-47       0
## Ldha                3.053181e-52  0.9395886 0.996 0.817  1.691981e-47       0
## Ang                 3.678750e-52  1.3438643 0.854 0.442  2.038653e-47       0
## Selenok             3.841868e-52  1.0110920 0.993 0.729  2.129048e-47       0
## H2af-ps2            4.077168e-52  1.5499391 0.836 0.473  2.259444e-47       0
## Gm44676             4.779853e-52  1.8279405 0.451 0.098  2.648851e-47       0
## Kyat1               5.967920e-52  1.1358088 0.903 0.459  3.307242e-47       0
## Ptprf               6.221035e-52  0.8630955 1.000 0.834  3.447511e-47       0
## Bex2                6.361407e-52  1.0187032 0.974 0.582  3.525301e-47       0
## Clta                8.502567e-52  0.8787153 0.996 0.779  4.711867e-47       0
## Scamp5              9.227004e-52  1.0896263 0.955 0.663  5.113329e-47       0
## Klhl29              1.153387e-51  1.6987622 0.660 0.223  6.391724e-47       0
## Ap3b2               1.377624e-51  1.2428948 0.899 0.522  7.634379e-47       0
## H2bc4               1.864195e-51  0.9584620 0.996 0.774  1.033081e-46       0
## Ucn3                2.750138e-51  1.6438534 0.522 0.138  1.524044e-46       0
## B4galnt1            2.923665e-51  1.1177333 0.951 0.606  1.620207e-46       0
## Zfhx3               5.769129e-51  1.1413368 0.944 0.585  3.197078e-46       0
## App                 6.551295e-51  0.8290098 1.000 0.863  3.630531e-46       0
## Bok                 1.207328e-50  1.5968520 0.616 0.201  6.690651e-46       0
## Zfp703              1.660120e-50  1.3873110 0.784 0.354  9.199885e-46       0
## Slc4a8              1.938559e-50  1.3164230 0.761 0.306  1.074291e-45       0
## Errfi1              2.067884e-50  1.0964116 0.985 0.665  1.145959e-45       0
## Ctsl                3.939014e-50  1.1523913 0.937 0.606  2.182883e-45       0
## Gcc2                4.584543e-50  0.8319193 1.000 0.858  2.540616e-45       0
## Map3k5              5.542710e-50  1.0166463 0.963 0.667  3.071604e-45       0
## Hnf4a               6.528634e-50  0.8767706 1.000 0.845  3.617973e-45       0
## Lmna                1.205857e-49  1.0141244 0.993 0.723  6.682500e-45       0
## Selenop             1.222486e-49  0.6926744 1.000 0.902  6.774652e-45       0
## F2                  1.734856e-49  1.6557146 0.679 0.258  9.614050e-45       0
## Hdac1               1.766372e-49  1.0549183 0.933 0.621  9.788704e-45       0
## Pcyt1b              2.033094e-49  1.7824315 0.646 0.229  1.126680e-44       0
## H1f2                2.579348e-49  1.3004527 0.925 0.564  1.429398e-44       0
## Cdkn1c              2.690007e-49  1.9919317 0.832 0.432  1.490721e-44       0
## Itgb1               3.143562e-49  0.9426898 0.985 0.760  1.742068e-44       0
## Fras1               4.824878e-49  1.1045304 0.903 0.468  2.673803e-44       0
## Litaf               5.111847e-49  0.9425453 0.978 0.687  2.832832e-44       0
## Zmiz1os1            5.697498e-49  1.6546660 0.683 0.276  3.157383e-44       0
## Cfap410             5.721443e-49  1.5389267 0.757 0.331  3.170652e-44       0
## Gabra2              7.534442e-49  1.7663863 0.381 0.074  4.175362e-44       0
## Gse1                9.301106e-49  1.0162218 0.985 0.721  5.154394e-44       0
## Alk                 1.232201e-48  2.0807354 0.451 0.110  6.828489e-44       0
## Fxyd3               2.835438e-48  1.0300301 0.993 0.736  1.571315e-43       0
## Ncald               2.868071e-48  1.0000551 0.970 0.675  1.589399e-43       0
## Amn                 3.713288e-48  1.1789936 0.914 0.575  2.057793e-43       0
## Akr1c14             5.445466e-48  1.8683183 0.716 0.332  3.017714e-43       0
## Pdia3               5.497280e-48  0.8970038 0.996 0.808  3.046428e-43       0
## Lgals4              5.654528e-48  0.6659623 1.000 0.954  3.133570e-43       0
## Atp6v1g1            6.294759e-48  0.8627169 0.981 0.711  3.488366e-43       0
## Ythdf2              7.176634e-48  1.1851444 0.903 0.576  3.977075e-43       0
## Plpp1               9.035273e-48  1.0061282 0.951 0.614  5.007077e-43       0
## Wee2                1.039100e-47  1.8991691 0.515 0.149  5.758381e-43       0
## Acsl6               1.342573e-47  1.0721154 0.735 0.284  7.440135e-43       0
## Irs2                2.529103e-47  1.2308577 0.873 0.510  1.401553e-42       0
## Slc9a2              3.741448e-47  1.0451626 0.963 0.662  2.073398e-42       0
## Arg1                4.234984e-47  1.7127369 0.466 0.118  2.346901e-42       0
## Slc18a2             5.653711e-47  0.8738897 0.474 0.114  3.133117e-42       0
## Mfap3l              6.202484e-47  1.9576165 0.403 0.088  3.437231e-42       0
## Hid1                8.241404e-47  1.1932345 0.847 0.418  4.567139e-42       0
## Cotl1               1.265693e-46  1.1383647 0.959 0.612  7.014089e-42       0
## Atf2                1.287793e-46  0.9545391 0.959 0.724  7.136562e-42       0
## Pcsk1               2.084670e-46  0.8939684 1.000 0.808  1.155262e-41       0
## Gstk1               2.854315e-46  0.9668712 0.556 0.179  1.581776e-41       0
## Gm47962             3.023910e-46  1.5459066 0.522 0.147  1.675760e-41       0
## Dpysl3              3.197189e-46  1.5006612 0.537 0.154  1.771786e-41       0
## Macrod1             3.491667e-46  1.0468490 0.888 0.491  1.934977e-41       0
## Gm4402              3.668093e-46  2.9054890 0.257 0.034  2.032747e-41       0
## Taf1                3.945661e-46  0.9112511 0.951 0.643  2.186567e-41       0
## Slc35f3             4.525299e-46  0.8218415 0.679 0.220  2.507785e-41       0
## Cdh17               6.458767e-46  0.7436112 0.996 0.893  3.579255e-41       0
## Mgam2-ps            6.679109e-46  1.2399068 0.821 0.410  3.701362e-41       0
## Lrrc3               1.631563e-45  1.5386323 0.466 0.120  9.041632e-41       0
## Elapor2             3.431214e-45  1.0149970 0.929 0.536  1.901476e-40       0
## H2aj                6.846055e-45  0.8648733 0.985 0.730  3.793878e-40       0
## Slc39a4             7.272963e-45  1.5326554 0.761 0.373  4.030458e-40       0
## Pex5l               7.688473e-45  1.0081954 0.929 0.531  4.260721e-40       0
## Gad2                8.302095e-45  2.2137939 0.373 0.082  4.600772e-40       0
## Tspan9              1.083040e-44  1.2952883 0.713 0.298  6.001885e-40       0
## F12                 1.091736e-44  2.6066649 0.343 0.071  6.050072e-40       0
## Fam20c              1.390535e-44  1.3577540 0.746 0.315  7.705927e-40       0
## Gtf2h5              1.834667e-44  1.0912115 0.929 0.568  1.016718e-39       0
## Eif1                2.014634e-44  0.7986081 1.000 0.856  1.116450e-39       0
## Egfr                3.455019e-44  0.8549575 0.989 0.712  1.914668e-39       0
## Atp5g3              3.947848e-44  0.6620676 0.996 0.821  2.187779e-39       0
## Cidea               4.868511e-44  1.5641270 0.440 0.113  2.697983e-39       0
## Rundc1              6.372987e-44  0.9655258 0.918 0.522  3.531718e-39       0
## Cpvl                6.658194e-44  2.1713312 0.340 0.067  3.689771e-39       0
## Pdzd2               8.049096e-44  1.9569907 0.481 0.143  4.460568e-39       0
## Rbbp8               9.566762e-44  1.4818881 0.780 0.400  5.301613e-39       0
## Adgrg4              1.017107e-43  0.9058083 1.000 0.814  5.636503e-39       0
## Dmpk                1.065752e-43  1.3821650 0.728 0.340  5.906077e-39       0
## Slc27a2             1.248347e-43  1.0763157 0.858 0.446  6.917964e-39       0
## Cycs                1.664048e-43  0.7211898 1.000 0.759  9.221652e-39       0
## Hivep3              2.116691e-43  1.1665634 0.873 0.503  1.173007e-38       0
## Uqcr10              2.348431e-43  0.6729207 1.000 0.759  1.301430e-38       0
## Slc35g1             2.444126e-43  1.1936935 0.873 0.549  1.354461e-38       0
## Gpr6                3.067653e-43  1.8964825 0.369 0.080  1.700001e-38       0
## Mid1ip1             3.172452e-43  1.1161761 0.937 0.582  1.758078e-38       0
## Diaph2              3.657296e-43  0.7795004 0.974 0.713  2.026764e-38       0
## Ceacam20            3.682430e-43  0.7516828 0.996 0.538  2.040692e-38       0
## Ireb2               5.069260e-43  0.8730483 0.970 0.781  2.809232e-38       0
## Stt3b               5.470191e-43  1.0302445 0.963 0.638  3.031416e-38       0
## Ctsa                5.645712e-43  1.1100129 0.907 0.604  3.128684e-38       0
## Slc25a24            7.356637e-43  0.9581069 0.806 0.394  4.076828e-38       0
## Me2                 7.805740e-43  0.7212172 0.993 0.775  4.325707e-38       0
## Olfm1               7.974264e-43  1.1225604 0.896 0.506  4.419098e-38       0
## Slc35d3             8.428028e-43  1.8514249 0.481 0.141  4.670560e-38       0
## Gm44679             8.565681e-43  1.3967390 0.478 0.126  4.746843e-38       0
## Gdpd1               9.523791e-43  0.9653344 0.948 0.652  5.277799e-38       0
## Crebl2              1.194850e-42  1.1177898 0.877 0.509  6.621503e-38       0
## Tmem106a            1.273009e-42  1.0245062 0.873 0.444  7.054636e-38       0
## Nono                1.467070e-42  1.0122516 0.944 0.647  8.130059e-38       0
## Sspo                2.165915e-42  1.7744912 0.347 0.070  1.200285e-37       0
## Lgals2              2.444055e-42  0.7906483 1.000 0.909  1.354422e-37       0
## Tep1                3.355078e-42  1.1576638 0.907 0.576  1.859284e-37       0
## H3f3b               4.330453e-42  0.6955784 1.000 0.874  2.399807e-37       0
## Nudt7               5.063255e-42  1.4798667 0.679 0.292  2.805904e-37       0
## Pdk3                5.389194e-42  1.0552220 0.948 0.612  2.986530e-37       0
## Gt(ROSA)26Sor       5.397961e-42  1.2162471 0.825 0.449  2.991388e-37       0
## Qdpr                5.538887e-42  0.7477698 0.966 0.608  3.069485e-37       0
## Crlf1               7.094729e-42  4.0038159 0.198 0.021  3.931686e-37       0
## Myl6                7.199021e-42  0.6364495 1.000 0.870  3.989482e-37       0
## Slc5a9              8.196512e-42  0.8873581 0.638 0.231  4.542261e-37       0
## Rundc3a             9.093087e-42  0.8457267 0.970 0.680  5.039116e-37       0
## Lrrn1               9.353851e-42  1.9888148 0.474 0.143  5.183624e-37       0
## Prag1               1.761008e-41  0.9802439 0.914 0.538  9.758980e-37       0
## Trerf1              2.810264e-41  0.8671774 0.929 0.532  1.557364e-36       0
## Lmo4                2.899297e-41  1.5538942 0.698 0.310  1.606703e-36       0
## Bzw2                7.532807e-41  1.1887352 0.914 0.596  4.174455e-36       0
## C1qtnf6             9.317537e-41  1.8952773 0.552 0.204  5.163499e-36       0
## Hsd17b2             9.524337e-41  1.3555031 0.642 0.252  5.278102e-36       0
## Crip1               9.642794e-41  0.5626375 1.000 0.940  5.343747e-36       0
## Tc2n                1.259479e-40  1.0945927 0.720 0.314  6.979653e-36       0
## Btbd3               1.555682e-40  1.1553235 0.892 0.581  8.621125e-36       0
## Rnf128              1.618588e-40  0.6851238 0.993 0.877  8.969728e-36       0
## Tspan1              1.708897e-40  0.8375062 0.996 0.655  9.470195e-36       0
## Adora2a             1.777746e-40  1.5212933 0.511 0.163  9.851736e-36       0
## Phf21b              2.002638e-40  1.1286444 0.817 0.426  1.109802e-35       0
## Mapk4               2.234686e-40  0.8630487 0.959 0.618  1.238396e-35       0
## Gpt                 2.877066e-40  0.8335092 0.795 0.364  1.594383e-35       0
## Id1                 3.452837e-40  1.0210371 0.966 0.695  1.913459e-35       0
## Krt18               4.036382e-40  0.6875104 1.000 0.803  2.236842e-35       0
## Rnf227              4.437058e-40  1.5059318 0.410 0.104  2.458884e-35       0
## B3gnt3              4.729710e-40  1.0324693 0.873 0.522  2.621063e-35       0
## Myt1                5.434857e-40  0.8339677 0.963 0.677  3.011835e-35       0
## Vwa8                6.780078e-40  0.7395529 0.981 0.777  3.757316e-35       0
## Nckap5              7.351439e-40  0.7198108 1.000 0.789  4.073947e-35       0
## Apobec1             8.553923e-40  1.2513985 0.746 0.335  4.740328e-35       0
## Tsku                8.702450e-40  1.6461184 0.429 0.116  4.822637e-35       0
## Pgap4               8.785494e-40  0.9679610 0.925 0.571  4.868657e-35       0
## Cep128              9.547901e-40  1.1517270 0.631 0.240  5.291160e-35       0
## Akr1c13             9.582627e-40  0.9940155 0.940 0.600  5.310404e-35       0
## Elob                1.008858e-39  0.7522801 1.000 0.744  5.590789e-35       0
## Lhfpl2              1.063743e-39  0.8608516 0.922 0.564  5.894944e-35       0
## Mmp15               1.255204e-39  1.1540519 0.810 0.408  6.955964e-35       0
## Tuba1a              1.303556e-39  1.0873481 0.907 0.524  7.223914e-35       0
## Fbln1               1.504657e-39  1.3658463 0.623 0.231  8.338358e-35       0
## Prrx2               1.783331e-39  1.5450046 0.586 0.218  9.882685e-35       0
## Abtb2               2.199089e-39  1.4050543 0.504 0.156  1.218669e-34       0
## Slc13a1             2.414935e-39  1.3782731 0.724 0.306  1.338285e-34       0
## Ptprn               2.793319e-39  0.7907002 0.955 0.570  1.547973e-34       0
## Itm2c               3.678024e-39  0.7106221 0.996 0.739  2.038250e-34       0
## Ibtk                4.654592e-39  1.0726372 0.862 0.533  2.579435e-34       0
## Stk39               4.975469e-39  0.8737883 0.996 0.728  2.757256e-34       0
## Atp6v1a             5.126675e-39  0.8832956 0.933 0.608  2.841049e-34       0
## Hspa8               5.578852e-39  0.6919380 1.000 0.839  3.091633e-34       0
## Sppl2a              7.345028e-39  0.8304490 0.966 0.675  4.070394e-34       0
## Mfsd6               7.930055e-39  0.8165486 0.955 0.679  4.394598e-34       0
## Zfp467              9.472927e-39  1.2472571 0.716 0.329  5.249612e-34       0
## Cpt1a               1.139684e-38  0.9478169 0.899 0.565  6.315789e-34       0
## Tpt1                1.253615e-38  0.6186968 1.000 0.930  6.947157e-34       0
## Fbxo44              1.377934e-38  1.8104355 0.485 0.157  7.636095e-34       0
## Ttr                 1.910623e-38  0.6964336 0.944 0.582  1.058810e-33       0
## Cox5a               2.822374e-38  0.4360595 0.974 0.697  1.564075e-33       0
## Smarca4             3.526541e-38  0.7285775 0.989 0.769  1.954303e-33       0
## Trmt6               3.608569e-38  1.1488451 0.754 0.418  1.999761e-33       0
## Foxp1               3.854628e-38  0.6971596 1.000 0.867  2.136119e-33       0
## Lhx1os              4.415874e-38  1.2437859 0.571 0.199  2.447145e-33       0
## Foxn3               5.402549e-38  0.7613298 0.989 0.833  2.993930e-33       0
## Dpp6                5.898059e-38  1.6141666 0.578 0.223  3.268528e-33       0
## Tnrc6c              6.072720e-38  0.8402191 0.981 0.828  3.365319e-33       0
## Rrm2b               6.820086e-38  1.4465564 0.683 0.325  3.779487e-33       0
## Lypd6               9.663217e-38  1.2018820 0.690 0.305  5.355065e-33       0
## Adamts17            1.125212e-37  1.1522570 0.735 0.335  6.235587e-33       0
## Nckap1              1.126774e-37  0.6313178 1.000 0.862  6.244244e-33       0
## Hif1a               1.272527e-37  1.0991637 0.884 0.577  7.051963e-33       0
## Fam160a2            2.895492e-37  0.9287774 0.910 0.588  1.604595e-32       0
## Tff3                3.244337e-37  0.6884908 0.993 0.829  1.797914e-32       0
## Cryzl2              3.481926e-37  1.5550952 0.571 0.215  1.929579e-32       0
## Nup35               3.534859e-37  1.3831334 0.709 0.346  1.958913e-32       0
## Tmtc3               4.040818e-37  1.2462820 0.713 0.354  2.239300e-32       0
## Lhx1                4.054578e-37  1.1053360 0.646 0.259  2.246925e-32       0
## Gdap1l1             4.320997e-37  1.1857074 0.739 0.349  2.394567e-32       0
## Casz1               5.162930e-37  0.5710223 1.000 0.910  2.861141e-32       0
## Gm44675             5.507279e-37  1.4793570 0.429 0.117  3.051969e-32       0
## Plxnd1              5.899766e-37  2.0924732 0.306 0.064  3.269473e-32       0
## Cdhr5               6.145912e-37  0.5620197 1.000 0.879  3.405880e-32       0
## Panx1               7.443457e-37  1.3108893 0.668 0.303  4.124941e-32       0
## Ginm1               9.385335e-37  1.0278244 0.862 0.548  5.201071e-32       0
## Iyd                 9.409253e-37  1.3920762 0.657 0.304  5.214325e-32       0
## Retreg1             1.042888e-36  0.7863988 0.974 0.752  5.779373e-32       0
## H2-T23              1.082813e-36  0.8937747 0.959 0.669  6.000627e-32       0
## Ahcyl1              1.551834e-36  0.6512388 0.996 0.868  8.599801e-32       0
## Cyp2j12             1.595352e-36  2.2536920 0.187 0.021  8.840960e-32       0
## Samd14              1.738490e-36  1.3472367 0.616 0.251  9.634189e-32       0
## Cant1               2.001522e-36  0.9458964 0.888 0.546  1.109184e-31       0
## Cyb5b               2.234087e-36  0.6792271 0.989 0.826  1.238064e-31       0
## Slc13a3             2.703299e-36  3.1440914 0.172 0.017  1.498087e-31       0
## Abcc3               2.733186e-36  0.8774402 0.918 0.563  1.514650e-31       0
## Gapdh               3.387558e-36  0.5464728 0.996 0.788  1.877283e-31       0
## Kcnq1               4.269477e-36  0.7138690 0.940 0.530  2.366016e-31       0
## Atp6v0e             4.773143e-36  0.7901895 0.996 0.687  2.645133e-31       0
## Snx7                7.132459e-36  0.8533956 0.832 0.433  3.952595e-31       0
## Cela1               8.416875e-36  1.4355507 0.728 0.389  4.664380e-31       0
## Gm38389             1.050120e-35  2.4356916 0.205 0.027  5.819449e-31       0
## Aldh3b1             1.090463e-35  1.2838977 0.709 0.342  6.043017e-31       0
## Gpr55               1.154079e-35  1.5339383 0.425 0.126  6.395559e-31       0
## Sipa1l1             1.162191e-35  0.9804523 0.914 0.611  6.440511e-31       0
## Hpx                 1.301058e-35  3.0150759 0.239 0.040  7.210073e-31       0
## Gm44680             1.331913e-35  2.0402646 0.313 0.067  7.381062e-31       0
## Vill                1.472920e-35  1.3430106 0.317 0.069  8.162480e-31       0
## Doc2b               1.566058e-35  1.3343077 0.511 0.169  8.678623e-31       0
## Atp6ap1             1.612853e-35  0.9430668 0.881 0.557  8.937949e-31       0
## Timm13              1.713629e-35  0.7433974 0.985 0.706  9.496419e-31       0
## Ttc6                2.719515e-35  1.1970526 0.608 0.237  1.507074e-30       0
## Tspan7              4.249132e-35  0.8521155 0.970 0.696  2.354742e-30       0
## Shisa5              4.360719e-35  0.9970886 0.825 0.493  2.416580e-30       0
## Ikzf5               4.684248e-35  1.0868632 0.720 0.379  2.595870e-30       0
## Nadk                5.880454e-35  0.8139305 0.881 0.513  3.258771e-30       0
## Atp5e               6.476241e-35  0.5844102 0.996 0.827  3.588939e-30       0
## Cbx4                6.904564e-35  1.4866579 0.769 0.423  3.826302e-30       0
## Ppl                 7.145990e-35  1.0096889 0.821 0.463  3.960094e-30       0
## Ptma                7.937162e-35  0.4914767 1.000 0.848  4.398537e-30       0
## Ngly1               8.712221e-35  0.8553513 0.862 0.554  4.828052e-30       0
## Uqcrq               1.075679e-34  0.4868383 0.996 0.776  5.961091e-30       0
## Bin1                1.248135e-34  0.9859790 0.813 0.444  6.916789e-30       0
## Rhoc                1.364773e-34  0.8315041 0.933 0.638  7.563161e-30       0
## Bco1                1.464745e-34  0.9408363 0.821 0.494  8.117178e-30       0
## Cplx1               1.657305e-34  1.4456578 0.493 0.167  9.184286e-30       0
## 4833439L19Rik       1.895142e-34  0.6497199 0.978 0.712  1.050231e-29       0
## Dpysl2              2.560339e-34  0.8539884 0.937 0.628  1.418863e-29       0
## Tle5                2.991061e-34  0.6527663 1.000 0.836  1.657556e-29       0
## Foxa3               3.358323e-34  1.1006234 0.806 0.448  1.861082e-29       0
## Slc22a18            3.412342e-34  1.0480308 0.836 0.491  1.891017e-29       0
## Tmem63b             3.435997e-34  0.8962167 0.922 0.656  1.904126e-29       0
## Gm35409             3.604836e-34  1.6176577 0.485 0.174  1.997692e-29       0
## Ece1                3.626334e-34  0.6856782 0.993 0.798  2.009606e-29       0
## Ces3a               3.696649e-34  1.6412051 0.265 0.050  2.048572e-29       0
## Gas2                4.136202e-34  1.3053302 0.619 0.265  2.292159e-29       0
## Msi1                4.763656e-34  1.2371777 0.664 0.310  2.639875e-29       0
## Tmem53              5.017217e-34  1.4653752 0.493 0.169  2.780391e-29       0
## 2810404M03Rik       6.508294e-34  1.6248254 0.272 0.053  3.606701e-29       0
## Slc22a23            7.308979e-34  0.7193853 0.959 0.720  4.050417e-29       0
## Ywhaq               8.112685e-34  0.7249238 0.993 0.783  4.495806e-29       0
## Cfl1                1.742217e-33  0.5588196 0.993 0.806  9.654845e-29       0
## Arnt2               2.123249e-33  1.3484487 0.474 0.157  1.176641e-28       0
## Slc4a7              3.083792e-33  0.7714799 0.851 0.538  1.708945e-28       0
## Bex1                4.506163e-33  1.2672868 0.418 0.126  2.497180e-28       0
## Fam189a1            4.650764e-33  1.0469294 0.698 0.310  2.577314e-28       0
## Fyn                 4.813559e-33  0.9909357 0.765 0.400  2.667530e-28       0
## Acss3               5.813344e-33  1.2790900 0.556 0.215  3.221581e-28       0
## Gm44677             5.869700e-33  1.3880060 0.392 0.109  3.252812e-28       0
## Mgat5               6.102579e-33  0.6522311 0.996 0.842  3.381866e-28       0
## Dazap2              6.242648e-33  0.7328018 0.933 0.672  3.459488e-28       0
## Morf4l1             6.508968e-33  0.6669106 0.989 0.785  3.607075e-28       0
## 1110008P14Rik       6.523873e-33  1.1054155 0.765 0.412  3.615334e-28       0
## Efnb1               6.849208e-33  1.0123612 0.776 0.425  3.795626e-28       0
## Rpl36a              6.958381e-33  1.8015971 0.974 0.606  3.856126e-28       0
## Glt1d1              7.106636e-33  1.1685899 0.608 0.248  3.938285e-28       0
## Dusp16              7.398973e-33  0.6621096 0.989 0.825  4.100289e-28       0
## Abi2                7.888743e-33  0.8775399 0.843 0.480  4.371705e-28       0
## Hip1                8.163733e-33  1.2963539 0.340 0.086  4.524096e-28       0
## Rab3d               8.945238e-33  0.8851541 0.933 0.602  4.957183e-28       0
## Twf1                1.015789e-32  0.8248284 0.937 0.656  5.629200e-28       0
## Plch1               1.028978e-32  0.8415178 0.933 0.629  5.702289e-28       0
## Slc7a4              1.098821e-32  1.4153258 0.578 0.253  6.089337e-28       0
## Vcp                 1.100522e-32  0.6293559 0.993 0.815  6.098764e-28       0
## Epcam               1.258626e-32  0.4665313 1.000 0.921  6.974927e-28       0
## Hspb1               1.331356e-32  0.9724273 0.675 0.298  7.377975e-28       0
## Dnaja4              1.347387e-32  0.7813032 0.933 0.578  7.466812e-28       0
## Ston2               1.730907e-32  0.7492764 0.944 0.648  9.592165e-28       0
## Denr                1.749579e-32  0.8960312 0.877 0.549  9.695643e-28       0
## Sgsm3               1.948750e-32  0.7606341 0.813 0.448  1.079939e-27       0
## Akr1b3              1.982140e-32  0.9127502 0.817 0.429  1.098442e-27       0
## Hpcal1              1.988209e-32  0.8321238 0.933 0.651  1.101806e-27       0
## Glp1r               1.999650e-32  1.3424211 0.560 0.218  1.108146e-27       0
## Slc22a3             2.111181e-32  1.2990863 0.328 0.080  1.169953e-27       0
## Pip4k2a             2.170290e-32  0.8092533 0.634 0.250  1.202709e-27       0
## Rnf11               2.188257e-32  0.8246835 0.937 0.640  1.212666e-27       0
## Med27               2.193729e-32  0.8475458 0.877 0.591  1.215699e-27       0
## Eno1                2.383912e-32  0.7656881 0.881 0.569  1.321092e-27       0
## Gm32017             3.185524e-32  1.5919810 0.358 0.096  1.765322e-27       0
## Boll                3.699340e-32  1.4649919 0.381 0.109  2.050063e-27       0
## Slc25a35            3.870225e-32  0.9929559 0.731 0.367  2.144762e-27       0
## Tmem256             5.308782e-32  0.8383044 0.896 0.558  2.941968e-27       0
## Mia3                7.716616e-32  0.7043155 0.974 0.797  4.276317e-27       0
## Runx1t1             7.948472e-32  0.7888735 0.963 0.689  4.404805e-27       0
## Aldoa               9.090308e-32  0.7361373 0.993 0.714  5.037576e-27       0
## Eva1b               9.655053e-32  1.6924435 0.455 0.163  5.350541e-27       0
## Nedd9               1.058244e-31  1.1425079 0.731 0.371  5.864472e-27       0
## Kank1               1.361465e-31  0.9887838 0.739 0.389  7.544830e-27       0
## Kbtbd7              1.523854e-31  1.4993270 0.519 0.209  8.444743e-27       0
## Itga9               1.904455e-31  1.0016663 0.709 0.335  1.055392e-26       0
## Gm37578             2.018383e-31  1.6622905 0.343 0.090  1.118527e-26       0
## Zfand4              2.046384e-31  1.4493435 0.437 0.141  1.134044e-26       0
## Gm43201             2.053543e-31  0.9882353 0.754 0.405  1.138012e-26       0
## Pam16               3.031901e-31  1.0265304 0.806 0.474  1.680189e-26       0
## Pkhd1l1             3.092884e-31  2.3062237 0.190 0.028  1.713983e-26       0
## Klhl33              3.142089e-31  2.2182987 0.280 0.064  1.741252e-26       0
## S100a13             3.392029e-31  0.8046383 0.963 0.644  1.879761e-26       0
## Gm28874             3.701666e-31  2.0829659 0.239 0.045  2.051352e-26       0
## Acvrl1              3.942121e-31  1.1235390 0.616 0.265  2.184605e-26       0
## Ankrd66             4.189557e-31  2.5711502 0.190 0.028  2.321727e-26       0
## Acer2               5.731979e-31  1.0687355 0.761 0.411  3.176491e-26       0
## Hnrnpab             5.740376e-31  0.6364581 0.963 0.671  3.181144e-26       0
## Ndufc1              6.611966e-31  0.5198217 0.985 0.685  3.664153e-26       0
## Pja1                7.109684e-31  0.9775082 0.776 0.463  3.939973e-26       0
## Pfn1                7.894674e-31  0.5397943 1.000 0.807  4.374992e-26       0
## Tagln2              7.999130e-31  0.6599928 0.981 0.725  4.432878e-26       0
## Cyp2d41-ps          8.885936e-31  2.6422073 0.183 0.026  4.924319e-26       0
## Cldn4               9.310531e-31  0.7820594 0.925 0.604  5.159617e-26       0
## Acpp                1.005613e-30  1.2445827 0.537 0.217  5.572808e-26       0
## Bcas1               1.175276e-30  1.2702732 0.332 0.087  6.513026e-26       0
## Pcca                1.209269e-30  0.6689972 0.974 0.684  6.701403e-26       0
## Nos1ap              1.253224e-30  0.6595314 0.970 0.650  6.944991e-26       0
## Cyp2d26             1.333089e-30  0.6242201 0.795 0.406  7.387577e-26       0
## Klf15               1.899456e-30  2.1477935 0.235 0.045  1.052621e-25       0
## Adi1                2.068490e-30  1.1249457 0.746 0.399  1.146295e-25       0
## Atp5c1              2.131440e-30  0.5198998 0.989 0.796  1.181180e-25       0
## Alb                 2.317757e-30  1.7591075 0.280 0.063  1.284431e-25       0
## Col27a1             2.883971e-30  0.4569092 0.716 0.315  1.598210e-25       0
## Guk1                3.059809e-30  0.6751054 0.955 0.644  1.695654e-25       0
## Cfb                 3.171575e-30  1.2448856 0.519 0.207  1.757592e-25       0
## Hs3st3b1            3.514901e-30  1.6639180 0.299 0.072  1.947853e-25       0
## Plxnb2              3.641269e-30  0.6958619 0.951 0.705  2.017882e-25       0
## Os9                 3.778558e-30  0.6848002 0.944 0.715  2.093963e-25       0
## Arsg                3.805769e-30  1.1724641 0.631 0.298  2.109043e-25       0
## Nisch               3.813949e-30  0.6140319 0.993 0.810  2.113576e-25       0
## Tox3                4.956045e-30  0.7166292 0.981 0.744  2.746491e-25       0
## Erich4              4.989778e-30  0.7189818 0.709 0.330  2.765185e-25       0
## Vegfa               5.596800e-30  0.7413393 0.929 0.668  3.101579e-25       0
## Tspan31             5.644310e-30  0.8505846 0.847 0.514  3.127907e-25       0
## Jag2                5.756619e-30  1.1015602 0.701 0.357  3.190145e-25       0
## Zfpm1               6.288649e-30  0.7944781 0.907 0.599  3.484980e-25       0
## Krt87               6.595181e-30  2.6678742 0.194 0.031  3.654851e-25       0
## Wif1                7.316572e-30  1.2759588 0.500 0.182  4.054624e-25       0
## Cyp51               7.349866e-30  1.1694464 0.720 0.386  4.073075e-25       0
## Cltc                7.518556e-30  0.5577414 0.978 0.837  4.166558e-25       0
## Gm31717             1.098549e-29  5.0344175 0.090 0.003  6.087828e-25       0
## Tcf4                1.146243e-29  0.6747781 0.981 0.751  6.352133e-25       0
## Pitx2               1.253394e-29  1.1473304 0.780 0.468  6.945932e-25       0
## Eif5                1.507427e-29  0.5799571 0.996 0.833  8.353708e-25       0
## Prkar1b             1.703785e-29  0.9973438 0.739 0.389  9.441867e-25       0
## Gm12408             1.795802e-29  4.2083253 0.101 0.005  9.951798e-25       0
## Nat8                1.867819e-29  1.3721478 0.403 0.129  1.035089e-24       0
## Med28               2.240521e-29  0.8763842 0.843 0.525  1.241630e-24       0
## Nudt14              2.417387e-29  1.1117693 0.757 0.422  1.339644e-24       0
## Prkar1a             2.577481e-29  0.6529309 0.985 0.714  1.428363e-24       0
## Gnptg               2.612115e-29  0.8146149 0.899 0.555  1.447556e-24       0
## Tent4b              2.626816e-29  0.7868131 0.899 0.591  1.455702e-24       0
## Lacc1               2.642621e-29  1.5994481 0.414 0.143  1.464461e-24       0
## Fblim1              2.798564e-29  0.7780986 0.858 0.557  1.550880e-24       0
## Gm50268             2.985547e-29  0.9725096 0.526 0.202  1.654500e-24       0
## Anapc5              3.121054e-29  0.7227853 0.944 0.717  1.729594e-24       0
## Gabarap             3.281798e-29  0.5643486 0.996 0.802  1.818674e-24       0
## Stk38               3.429139e-29  0.7121619 0.944 0.708  1.900326e-24       0
## Gnai2               3.839638e-29  0.6214638 0.985 0.761  2.127812e-24       0
## Thsd7b              3.840694e-29  2.3865421 0.302 0.081  2.128398e-24       0
## Tulp4               3.921178e-29  0.6084381 0.978 0.790  2.172999e-24       0
## Taok3               4.457026e-29  0.5221369 0.996 0.875  2.469950e-24       0
## Ddx3x               4.853217e-29  0.6166096 0.985 0.816  2.689507e-24       0
## Ptprd               6.108356e-29  0.7291238 0.918 0.598  3.385068e-24       0
## Lypd1               6.715891e-29  1.2437112 0.287 0.068  3.721745e-24       0
## Serpina1e           6.784899e-29  1.6645174 0.619 0.306  3.759987e-24       0
## Tincr               7.196008e-29  2.2930582 0.231 0.046  3.987812e-24       0
## Tmem183a            8.513515e-29  0.6992557 0.929 0.651  4.717935e-24       0
## Peg3                8.952867e-29  0.8425992 0.937 0.734  4.961410e-24       0
## Prpf40a             8.969903e-29  0.6439975 0.978 0.768  4.970851e-24       0
## Gla                 9.793546e-29  2.0246907 0.493 0.216  5.427290e-24       0
## Gm43200             1.010703e-28  1.1151874 0.653 0.313  5.601012e-24       0
## Rap1gap2            1.054967e-28  0.5948160 0.989 0.829  5.846312e-24       0
## Xbp1                1.079959e-28  0.7055807 0.959 0.734  5.984808e-24       0
## Endog               1.174928e-28  1.1870092 0.604 0.301  6.511100e-24       0
## Abhd3               1.356078e-28  1.2704755 0.556 0.242  7.514977e-24       0
## Atp6v1f             1.496474e-28  0.7237196 0.985 0.645  8.293011e-24       0
## Ywhab               1.601583e-28  0.6160100 0.993 0.747  8.875495e-24       0
## Mmgt2               1.602950e-28  0.9409990 0.746 0.425  8.883066e-24       0
## Gm36738             1.673820e-28  1.2064903 0.683 0.383  9.275808e-24       0
## C1ql1               1.731222e-28  3.3641883 0.142 0.016  9.593912e-24       0
## Mapk3               1.776461e-28  0.5661681 0.989 0.793  9.844613e-24       0
## Sars                2.547861e-28  0.7306164 0.925 0.634  1.411948e-23       0
## Rnf24               2.675129e-28  0.9412170 0.623 0.278  1.482476e-23       0
## Fbxo9               2.802609e-28  0.5794656 0.888 0.612  1.553122e-23       0
## Anxa5               3.043810e-28  0.7908252 0.922 0.621  1.686788e-23       0
## Sv2c                3.045185e-28  0.8622904 0.784 0.422  1.687550e-23       0
## Spop                3.334908e-28  0.6279089 0.981 0.804  1.848106e-23       0
## Gstm7               3.478018e-28  1.6465327 0.440 0.174  1.927413e-23       0
## Lyst                3.916651e-28  0.9462459 0.795 0.495  2.170491e-23       0
## Cyp2c66             3.936612e-28  1.1426527 0.519 0.204  2.181552e-23       0
## Olfr167             4.254101e-28  2.1035883 0.175 0.026  2.357495e-23       0
## Rpl21-ps12          4.533754e-28  1.9026746 0.246 0.053  2.512470e-23       0
## Ica1                4.599233e-28  0.5798036 1.000 0.782  2.548757e-23       0
## Ivns1abp            4.614127e-28  0.5913236 0.948 0.742  2.557011e-23       0
## Zfp462              5.151713e-28  0.6696910 0.959 0.694  2.854925e-23       0
## A130010J15Rik       5.220895e-28  1.2371001 0.541 0.247  2.893263e-23       0
## Pnrc1               5.601963e-28  0.6560948 0.918 0.713  3.104440e-23       0
## Tmod3               5.834241e-28  0.7393640 0.922 0.646  3.233161e-23       0
## Tmem54              5.882436e-28  0.7352264 0.899 0.649  3.259870e-23       0
## B230206I08Rik       6.061992e-28  1.7027576 0.243 0.051  3.359374e-23       0
## Gm2694              6.254325e-28  2.9001317 0.157 0.021  3.465959e-23       0
## Mrfap1              7.373048e-28  0.6842305 0.970 0.675  4.085922e-23       0
## Celf3               7.501367e-28  0.6415650 0.974 0.700  4.157033e-23       0
## Scand1              7.941651e-28  0.6810060 0.963 0.681  4.401025e-23       0
## Pbx3                8.064287e-28  1.2010218 0.817 0.529  4.468986e-23       0
## Trp53inp2           8.915980e-28  0.6897749 0.929 0.629  4.940969e-23       0
## Laptm4a             9.945247e-28  0.6775524 0.959 0.689  5.511357e-23       0
## BC029722            1.129054e-27  1.0706509 0.619 0.302  6.256881e-23       0
## Tmem223             1.218413e-27  0.9121910 0.787 0.453  6.752082e-23       0
## Aplp1               1.335057e-27  0.6022795 0.989 0.723  7.398484e-23       0
## Fam83e              1.385564e-27  0.5395202 0.978 0.748  7.678378e-23       0
## Pgrmc1              1.463836e-27  0.6528003 0.981 0.748  8.112140e-23       0
## Smim24              1.805197e-27  0.3387283 0.996 0.787  1.000386e-22       0
## Clptm1              1.934167e-27  0.6999009 0.907 0.628  1.071857e-22       0
## Nol7                2.226798e-27  0.6638942 0.910 0.638  1.234025e-22       0
## Sqle                3.283840e-27  1.1120003 0.787 0.486  1.819805e-22       0
## Dgkh                3.373553e-27  0.5879725 0.959 0.659  1.869522e-22       0
## Rab7                3.374984e-27  0.6213215 0.959 0.762  1.870315e-22       0
## Elovl7              3.426680e-27  0.7992578 0.888 0.584  1.898963e-22       0
## Rnf220              3.502555e-27  0.9320489 0.660 0.350  1.941011e-22       0
## Cop1                3.857035e-27  0.6872943 0.948 0.729  2.137453e-22       0
## Rab31               4.044742e-27  0.9558068 0.653 0.321  2.241474e-22       0
## Atp6v1e1            4.414708e-27  0.6782305 0.963 0.714  2.446499e-22       0
## ENSMUSG00000117901  4.492568e-27  1.7626984 0.317 0.091  2.489646e-22       0
## Bcar3               4.835923e-27  0.6287664 0.933 0.653  2.679923e-22       0
## Ech1                4.972718e-27  0.6017898 0.922 0.601  2.755731e-22       0
## Eif3l               5.210058e-27  0.6656464 0.881 0.537  2.887258e-22       0
## Ubb                 6.075422e-27  0.6185424 1.000 0.836  3.366816e-22       0
## Upp2                6.148074e-27  1.0184528 0.817 0.544  3.407078e-22       0
## Aldh3a2             6.362012e-27  0.7348795 0.881 0.622  3.525636e-22       0
## Bax                 6.362344e-27  0.8551955 0.851 0.548  3.525820e-22       0
## Hnrnph2             7.162414e-27  0.7963608 0.772 0.455  3.969195e-22       0
## Gm43728             7.588751e-27  1.8316426 0.235 0.050  4.205458e-22       0
## Map2k5              9.217270e-27  0.7357749 0.899 0.639  5.107934e-22       0
## Pdxk                9.360706e-27  0.8701220 0.847 0.509  5.187422e-22       0
## Gpat4               9.900855e-27  0.7766445 0.851 0.536  5.486757e-22       0
## Dhrs4               1.151263e-26  0.8238353 0.799 0.456  6.379956e-22       0
## Ces1d               1.196245e-26  1.3392017 0.534 0.242  6.629233e-22       0
## Gm8091              1.319467e-26  1.9131702 0.205 0.039  7.312092e-22       0
## Hmgcr               1.586403e-26  0.8294676 0.937 0.689  8.791367e-22       0
## Esrp1               1.647727e-26  0.6357207 0.910 0.616  9.131208e-22       0
## Ttyh2               1.663360e-26  0.6247002 0.914 0.611  9.217844e-22       0
## Myrf                1.733709e-26  0.7460768 0.784 0.479  9.607697e-22       0
## Camk2n2             1.960010e-26  1.0151843 0.672 0.352  1.086179e-21       0
## Dao                 2.090227e-26  1.4398171 0.410 0.150  1.158341e-21       0
## Sstr1               2.189629e-26  1.1082967 0.713 0.401  1.213427e-21       0
## Eif6                2.304804e-26  0.5886877 0.955 0.700  1.277253e-21       0
## Retsat              2.360379e-26  1.3477557 0.448 0.174  1.308051e-21       0
## Rbx1                2.422789e-26  0.6192800 0.970 0.689  1.342637e-21       0
## Cmtm4               2.648812e-26  0.5666762 0.981 0.774  1.467892e-21       0
## Calr                2.793890e-26  0.6697358 1.000 0.851  1.548290e-21       0
## Phyh                2.811788e-26  0.5009057 0.970 0.793  1.558208e-21       0
## Fam174b             3.008769e-26  1.0198691 0.731 0.407  1.667369e-21       0
## E130308A19Rik       3.015235e-26  0.8493086 0.791 0.484  1.670953e-21       0
## Canx                3.223570e-26  0.5464893 0.996 0.824  1.786406e-21       0
## Vwa7                3.482662e-26  1.3854912 0.325 0.095  1.929987e-21       0
## Tbc1d8              3.567419e-26  0.7800002 0.948 0.708  1.976956e-21       0
## Acsl4               3.757674e-26  1.0709975 0.537 0.231  2.082390e-21       0
## Ids                 3.804884e-26  0.6979263 0.925 0.596  2.108553e-21       0
## Mob4                3.912046e-26  0.5892334 0.951 0.753  2.167938e-21       0
## Dstn                4.213596e-26  0.3749045 0.993 0.923  2.335048e-21       0
## Dpep1               4.248719e-26  0.4395000 0.504 0.190  2.354513e-21       0
## Tmem50b             4.513861e-26  0.9930932 0.720 0.413  2.501446e-21       0
## Ctbp2               4.719085e-26  0.9490906 0.735 0.417  2.615175e-21       0
## Ndufs6              4.806816e-26  0.5708524 0.978 0.706  2.663793e-21       0
## Mtch1               5.015679e-26  0.5117549 0.985 0.761  2.779539e-21       0
## Hsp90ab1            5.327364e-26  0.4866113 1.000 0.915  2.952265e-21       0
## Sumo2               5.339729e-26  0.6334884 0.974 0.677  2.959118e-21       0
## Tlnrd1              5.824296e-26  0.9990187 0.713 0.408  3.227650e-21       0
## Hsp90aa1            5.963926e-26  0.5282933 1.000 0.857  3.305029e-21       0
## Nell2               6.431462e-26  1.7411190 0.261 0.063  3.564123e-21       0
## Cmip                6.539209e-26  0.4804311 1.000 0.913  3.623833e-21       0
## Ubr4                7.581283e-26  0.7661826 0.955 0.749  4.201320e-21       0
## Nmnat3              8.731258e-26  0.7054020 0.899 0.652  4.838601e-21       0
## Uqcr11              8.969834e-26  0.4146515 1.000 0.732  4.970813e-21       0
## Pbx1                9.110820e-26  0.5443271 1.000 0.857  5.048943e-21       0
## Nme1                9.655971e-26  0.5582643 0.888 0.534  5.351049e-21       0
## Cachd1              1.018909e-25  0.5584124 0.951 0.647  5.646485e-21       0
## Ttyh3               1.024105e-25  1.1184611 0.646 0.334  5.675283e-21       0
## Ppt1                1.060377e-25  0.8737731 0.772 0.467  5.876293e-21       0
## Fbp2                1.065481e-25  0.5283163 0.978 0.764  5.904578e-21       0
## Acsf2               1.468539e-25  0.7176584 0.575 0.242  8.138203e-21       0
## Cnih1               1.477825e-25  0.9813521 0.750 0.436  8.189664e-21       0
## Gm31508             1.558905e-25  2.1293780 0.243 0.058  8.638985e-21       0
## Ncam2               1.692548e-25  0.7409516 0.918 0.699  9.379595e-21       0
## Zfand3              2.041531e-25  0.4429888 0.993 0.876  1.131355e-20       0
## Clcn5               2.494260e-25  0.6688415 0.914 0.652  1.382244e-20       0
## Dctn3               2.641727e-25  0.6744294 0.944 0.630  1.463966e-20       0
## Galnt6              2.796117e-25  0.6396243 0.922 0.662  1.549524e-20       0
## Serinc1             2.837104e-25  0.6752748 0.955 0.700  1.572238e-20       0
## Syn3                3.592847e-25  0.6849745 0.843 0.516  1.991048e-20       0
## Nt5e                3.689539e-25  0.4363380 0.985 0.623  2.044632e-20       0
## Hnrnpa3             3.783403e-25  0.5319750 0.996 0.801  2.096648e-20       0
## Rap1gapos           3.812533e-25  1.8821716 0.228 0.052  2.112791e-20       0
## Gm19391             3.822961e-25  1.8955857 0.243 0.058  2.118570e-20       0
## Nr2f6               3.914691e-25  0.6453023 0.828 0.524  2.169404e-20       0
## Tmco3               3.966660e-25  0.9179090 0.731 0.435  2.198204e-20       0
## Pcbd1               4.319604e-25  0.6846939 0.907 0.581  2.393795e-20       0
## Ptpru               4.833380e-25  0.9680680 0.485 0.191  2.678514e-20       0
## Chmp5               5.094551e-25  0.6036736 0.922 0.647  2.823247e-20       0
## Rimbp2              5.182000e-25  0.4578039 0.996 0.816  2.871709e-20       0
## Ssbp1               5.392241e-25  0.8594457 0.825 0.521  2.988218e-20       0
## Nt5c1b              5.627129e-25  3.0037218 0.131 0.016  3.118386e-20       0
## Fgfr3               5.754901e-25  1.0648972 0.597 0.293  3.189193e-20       0
## Ift57               6.304533e-25  1.0738679 0.545 0.246  3.493783e-20       0
## Odc1                6.374136e-25  0.8680926 0.787 0.492  3.532355e-20       0
## Psmd6               7.349786e-25  0.6462648 0.780 0.469  4.073031e-20       0
## Psmf1               7.831769e-25  0.9795890 0.709 0.396  4.340132e-20       0
## Rbm3                8.776670e-25  0.5546594 0.963 0.650  4.863767e-20       0
## Gm45130             1.024907e-24  1.4762171 0.261 0.065  5.679725e-20       0
## Myl12b              1.064634e-24  0.7051274 0.892 0.581  5.899880e-20       0
## Spats2l             1.355233e-24  0.9397802 0.496 0.202  7.510293e-20       0
## Dera                1.594618e-24  0.8132823 0.821 0.552  8.836893e-20       0
## Cacna1b             1.689762e-24  0.9683836 0.571 0.268  9.364154e-20       0
## Cyp2f2              1.851557e-24  2.3206312 0.205 0.043  1.026077e-19       0
## Mreg                1.881123e-24  1.0445221 0.638 0.331  1.042462e-19       0
## Gnpda2              2.065376e-24  0.8297113 0.694 0.378  1.144569e-19       0
## Ubl5                2.419357e-24  0.5967850 0.981 0.702  1.340735e-19       0
## Slc25a32            2.476477e-24  1.1088719 0.541 0.252  1.372390e-19       0
## 9630014M24Rik       2.605084e-24  1.1714091 0.407 0.145  1.443659e-19       0
## Nudt3               3.239141e-24  0.8952353 0.720 0.414  1.795035e-19       0
## Pdlim5              3.388607e-24  0.5485056 0.985 0.818  1.877865e-19       0
## Smdt1               3.491382e-24  0.5162813 0.985 0.751  1.934819e-19       0
## Kcng3               3.595478e-24  1.3739527 0.280 0.077  1.992506e-19       0
## Adgra3              3.621747e-24  0.9309030 0.716 0.413  2.007063e-19       0
## Nuak1               3.686239e-24  1.1903727 0.425 0.163  2.042803e-19       0
## Cyp4v3              3.816009e-24  0.7513698 0.840 0.565  2.114718e-19       0
## Cacna1a             3.868311e-24  0.3875377 1.000 0.903  2.143702e-19       0
## Hexa                4.358210e-24  0.8156885 0.854 0.564  2.415189e-19       0
## Smim4               4.358348e-24  1.0038715 0.690 0.418  2.415266e-19       0
## Clstn1              4.404839e-24  0.8078057 0.832 0.555  2.441030e-19       0
## Tnfrsf12a           4.541481e-24  0.9367366 0.582 0.286  2.516753e-19       0
## Desi1               4.955601e-24  0.6968964 0.873 0.613  2.746246e-19       0
## Tbc1d14             4.993022e-24  0.8548070 0.754 0.444  2.766983e-19       0
## Tpst1               5.174683e-24  0.6861901 0.892 0.547  2.867654e-19       0
## Ndfip2              5.220907e-24  0.6429976 0.978 0.804  2.893270e-19       0
## Tmed10              5.432993e-24  0.5534632 0.993 0.749  3.010802e-19       0
## Tecr                5.753390e-24  0.6355086 0.974 0.691  3.188356e-19       0
## Ugdh                6.081078e-24  0.4659949 0.933 0.688  3.369951e-19       0
## Calm3               6.809846e-24  0.5807915 0.974 0.738  3.773812e-19       0
## Pkp4                6.954782e-24  0.5596350 0.970 0.752  3.854131e-19       0
## Tac1                7.151226e-24  0.5845163 0.593 0.275  3.962995e-19       0
## Hunk                7.319544e-24  0.5094556 0.914 0.544  4.056271e-19       0
## Ywhae               7.579892e-24  0.4836416 0.993 0.823  4.200549e-19       0
## Tenm4               8.330717e-24  1.0429094 0.478 0.199  4.616634e-19       0
## Mgarp               8.938618e-24  5.0825724 0.075 0.003  4.953514e-19       0
## Tram1               9.045140e-24  0.6597791 0.940 0.681  5.012545e-19       0
## Emc10               9.759525e-24  0.6696200 0.899 0.582  5.408436e-19       0
## Ctif                1.014008e-23  0.6902398 0.866 0.582  5.619328e-19       0
## Csde1               1.205959e-23  0.5802925 0.959 0.750  6.683061e-19       0
## Smchd1              1.263498e-23  0.6812110 0.914 0.657  7.001925e-19       0
## Adam15              1.291058e-23  1.1119140 0.485 0.210  7.154653e-19       0
## Lhfpl5              1.631659e-23  2.3851736 0.205 0.046  9.042167e-19       0
## Myh9                1.686321e-23  0.5047196 0.970 0.859  9.345088e-19       0
## Elavl3              1.767027e-23  2.1307126 0.160 0.027  9.792332e-19       0
## Hmgcs1              2.050336e-23  0.9255152 0.899 0.653  1.136235e-18       0
## Ppp1r11             2.250319e-23  0.7460606 0.810 0.536  1.247059e-18       0
## Kcnab3              2.319168e-23  1.5959669 0.243 0.061  1.285213e-18       0
## Ptges               2.321375e-23  1.4568350 0.328 0.105  1.286436e-18       0
## Suox                2.364444e-23  1.0000557 0.642 0.365  1.310304e-18       0
## Ublcp1              2.495387e-23  0.9496990 0.586 0.287  1.382869e-18       0
## Nrp1                2.653188e-23  0.9918577 0.843 0.560  1.470317e-18       0
## Dach1               2.677896e-23  0.8104788 0.951 0.803  1.484010e-18       0
## Cox8a               2.928312e-23  0.4315051 0.996 0.817  1.622783e-18       0
## Mfng                2.983163e-23  2.2551027 0.205 0.045  1.653179e-18       0
## Sf3b6               3.298238e-23  0.6409178 0.940 0.660  1.827784e-18       0
## Col25a1             3.569521e-23  0.5239139 0.687 0.354  1.978122e-18       0
## Ndufv3              3.718997e-23  0.5323384 0.993 0.731  2.060957e-18       0
## Arpc2               3.923652e-23  0.4385185 0.993 0.869  2.174370e-18       0
## Cd81                3.932120e-23  0.4644811 0.993 0.739  2.179063e-18       0
## Pura                4.066793e-23  0.5545019 0.978 0.819  2.253695e-18       0
## Zmiz2               4.086640e-23  0.6060768 0.836 0.535  2.264693e-18       0
## Riiad1              4.171506e-23  0.8116564 0.765 0.421  2.311723e-18       0
## Dad1                4.448157e-23  0.5967651 0.996 0.711  2.465035e-18       0
## Fzd1                5.725127e-23  2.0521162 0.313 0.107  3.172693e-18       0
## Zfp386              6.182749e-23  0.9586006 0.672 0.377  3.426294e-18       0
## Nptn                6.275983e-23  0.4819631 0.955 0.788  3.477962e-18       0
## Pard3               7.156504e-23  0.4553272 0.993 0.841  3.965920e-18       0
## Cbx3                7.345806e-23  0.6526564 0.881 0.582  4.070825e-18       0
## Rprml               7.459291e-23  0.7878590 0.728 0.381  4.133715e-18       0
## Sdc4                8.078355e-23  0.6085628 0.828 0.510  4.476782e-18       0
## Pecam1              8.610066e-23  0.9756185 0.474 0.197  4.771440e-18       0
## Cox7a1              9.579488e-23  0.6363607 0.623 0.319  5.308665e-18       0
## Tmem238             9.825938e-23  0.6255402 0.907 0.586  5.445240e-18       0
## Igf2r               1.018067e-22  0.6977024 0.918 0.675  5.641820e-18       0
## Mien1               1.124676e-22  0.6283275 0.959 0.599  6.232620e-18       0
## Marchf8             1.188881e-22  0.5687557 0.940 0.731  6.588423e-18       0
## Akr1c12             1.214517e-22  0.6377602 0.888 0.622  6.730486e-18       0
## Antxr2              1.271244e-22  0.8291638 0.743 0.472  7.044852e-18       0
## Grk3                1.298320e-22  0.5749554 0.884 0.584  7.194902e-18       0
## Set                 1.324924e-22  0.3492475 0.955 0.672  7.342330e-18       0
## Sod1                1.487741e-22  0.4878413 0.948 0.755  8.244616e-18       0
## Fubp3               1.636265e-22  0.8701891 0.709 0.427  9.067692e-18       0
## Fkbp2               1.668206e-22  0.6430806 0.951 0.695  9.244695e-18       0
## Srpr                1.704296e-22  0.6666149 0.881 0.613  9.444695e-18       0
## Sec63               1.778364e-22  0.5713548 0.978 0.798  9.855157e-18       0
## Atp11b              1.804122e-22  0.5052399 0.959 0.797  9.997900e-18       0
## Creb3l1             1.994856e-22  0.8876461 0.672 0.377  1.105489e-17       0
## Gm37233             2.110177e-22  1.1956858 0.459 0.199  1.169397e-17       0
## Map3k1              2.302382e-22  0.6629178 0.791 0.479  1.275911e-17       0
## Ehmt2               2.341868e-22  0.6033414 0.873 0.598  1.297793e-17       0
## Cacna2d1            2.385311e-22  0.5752975 1.000 0.854  1.321868e-17       0
## Ssx2ip              2.526845e-22  0.6398282 0.873 0.616  1.400302e-17       0
## Tmem98              2.785198e-22  0.8523852 0.698 0.398  1.543473e-17       0
## Pon2                2.797404e-22  0.5988203 0.951 0.704  1.550238e-17       0
## Prkrip1             2.829263e-22  0.9955704 0.664 0.381  1.567893e-17       0
## Atp1a1              2.900550e-22  0.3500806 1.000 0.878  1.607398e-17       0
## Cldn7               3.127863e-22  0.3955205 1.000 0.905  1.733368e-17       0
## Otub1               3.333816e-22  0.6292896 0.802 0.501  1.847501e-17       0
## Cox7a2l             3.578233e-22  0.4062102 0.966 0.673  1.982950e-17       0
## Bsg                 3.596890e-22  0.4571104 1.000 0.851  1.993288e-17       0
## Supt6               4.008494e-22  0.6927164 0.847 0.623  2.221387e-17       0
## Gm32828             4.160595e-22  0.8145059 0.381 0.136  2.305677e-17       0
## Ptpn1               4.221362e-22  0.7997558 0.780 0.488  2.339352e-17       0
## Gm42743             4.298354e-22  1.0546353 0.403 0.156  2.382019e-17       0
## Btg1                4.478192e-22  0.6723054 0.966 0.766  2.481680e-17       0
## Adamtsl5            4.544532e-22  0.7102512 0.530 0.228  2.518443e-17       0
## Gm20634             4.761933e-22  1.8079171 0.239 0.063  2.638920e-17       0
## Cd82                4.916278e-22  0.6282359 0.873 0.604  2.724454e-17       0
## Lrrc20              4.967107e-22  0.8413581 0.634 0.345  2.752622e-17       0
## Gna11               5.523726e-22  0.2301789 0.978 0.765  3.061084e-17       0
## Ywhaz               5.563665e-22  0.4871105 0.985 0.840  3.083216e-17       0
## Slc39a6             5.668704e-22  1.4240360 0.507 0.240  3.141426e-17       0
## Dhx40               5.769514e-22  0.7004352 0.810 0.528  3.197291e-17       0
## Agfg1               5.906752e-22  0.5669887 0.948 0.754  3.273345e-17       0
## Orai2               6.621776e-22  1.1149408 0.575 0.310  3.669590e-17       0
## Scarb1              7.292083e-22  0.3767067 0.776 0.406  4.041053e-17       0
## Ppdpf               7.672020e-22  0.6875096 0.862 0.556  4.251603e-17       0
## Agpat3              7.785665e-22  0.5753400 0.925 0.675  4.314582e-17       0
## Lsg1                8.157468e-22  0.6769683 0.765 0.471  4.520624e-17       0
## Ppia                8.183115e-22  0.3208147 0.996 0.773  4.534837e-17       0
## Prdx2               9.783201e-22  0.5556927 0.985 0.688  5.421557e-17       0
## Creg1               1.043676e-21  0.9009137 0.784 0.473  5.783737e-17       0
## BC031181            1.064937e-21  0.5682919 0.892 0.640  5.901563e-17       0
## Vgf                 1.182711e-21  0.8428074 0.608 0.321  6.554232e-17       0
## Foxp4               1.312247e-21  0.5016911 0.937 0.694  7.272079e-17       0
## Atp6v0b             1.573130e-21  0.5033410 0.978 0.791  8.717815e-17       0
## Rad21               1.620960e-21  0.5881182 0.981 0.758  8.982875e-17       0
## Psmd1               1.629785e-21  0.6099638 0.933 0.664  9.031780e-17       0
## Spns3               1.746765e-21  1.9379723 0.198 0.045  9.680046e-17       0
## Glmp                1.794125e-21  0.7865799 0.739 0.461  9.942503e-17       0
## Arl2bp              2.086595e-21  0.7271937 0.743 0.453  1.156329e-16       0
## Maff                2.137111e-21  0.9793130 0.519 0.242  1.184323e-16       0
## Tor3a               2.225349e-21  0.8832701 0.675 0.378  1.233222e-16       0
## F5                  2.296606e-21  0.9264095 0.593 0.289  1.272710e-16       0
## Cox4i1              2.621558e-21  0.2872418 1.000 0.849  1.452789e-16       0
## Shb                 2.690917e-21  0.6570754 0.877 0.643  1.491226e-16       0
## Vps35               2.719048e-21  0.6034751 0.892 0.623  1.506815e-16       0
## Hes6                2.782757e-21  0.6713021 0.795 0.494  1.542120e-16       0
## Atg10               3.144660e-21  0.7355263 0.780 0.534  1.742676e-16       0
## Fmn1                3.239300e-21  0.4670680 0.929 0.675  1.795123e-16       0
## Slc25a39            3.292906e-21  0.6374191 0.869 0.572  1.824830e-16       0
## Nradd               3.298486e-21  1.4754091 0.295 0.098  1.827922e-16       0
## Phldb2              3.383970e-21  0.4861270 0.996 0.767  1.875295e-16       0
## Tmc5                3.396118e-21  0.5995228 0.903 0.647  1.882027e-16       0
## Fhdc1               3.464199e-21  1.2656789 0.396 0.157  1.919755e-16       0
## Tgfb1               3.486903e-21  0.9584723 0.552 0.269  1.932337e-16       0
## Taf10               3.527262e-21  0.6028477 0.896 0.585  1.954703e-16       0
## Mex3b               3.794138e-21  1.6361995 0.302 0.102  2.102598e-16       0
## Inpp5j              3.814276e-21  0.7048873 0.720 0.438  2.113757e-16       0
## Sys1                4.066739e-21  0.7515925 0.862 0.585  2.253665e-16       0
## Syt5                4.219700e-21  0.7466689 0.672 0.354  2.338431e-16       0
## Myo1a               4.519271e-21  0.3341857 0.948 0.707  2.504444e-16       0
## Slc12a7             4.577982e-21  0.5200494 0.951 0.746  2.536980e-16       0
## Puf60               4.677936e-21  0.6752649 0.828 0.518  2.592372e-16       0
## Erc1                4.685955e-21  0.5865973 0.937 0.765  2.596815e-16       0
## Polr2l              4.924826e-21  0.8564759 0.560 0.294  2.729191e-16       0
## Homer2              5.458127e-21  0.6682458 0.799 0.503  3.024730e-16       0
## Dnajc12             5.499945e-21  0.8025494 0.780 0.485  3.047905e-16       0
## Prex1               5.805609e-21  1.0537171 0.444 0.192  3.217294e-16       0
## Abcc2               5.832325e-21  0.4429088 0.780 0.446  3.232100e-16       0
## Cblc                6.058651e-21  0.7180457 0.776 0.477  3.357523e-16       0
## Micos10             6.264019e-21  0.4547787 0.981 0.727  3.471331e-16       0
## Ncoa4               6.389103e-21  0.4775493 0.791 0.511  3.540649e-16       0
## Tmbim6              6.489219e-21  0.3410211 0.996 0.867  3.596131e-16       0
## Gdf11               6.496011e-21  2.5449302 0.164 0.033  3.599894e-16       0
## Tmem205             6.735166e-21  0.8012316 0.802 0.517  3.732427e-16       0
## Cstb                7.156806e-21  0.6510115 0.821 0.510  3.966087e-16       0
## Slc35b1             7.180288e-21  0.6405230 0.888 0.607  3.979100e-16       0
## Mapre1              7.194788e-21  0.6821156 0.862 0.595  3.987136e-16       0
## Cemip2              7.209724e-21  0.7883559 0.724 0.423  3.995412e-16       0
## Sh3gl2              7.407862e-21  0.5287144 0.937 0.663  4.105215e-16       0
## Kcnb2               7.619634e-21  0.3964437 1.000 0.890  4.222572e-16       0
## Plxnb1              7.997056e-21  0.9421392 0.519 0.246  4.431729e-16       0
## Ahcyl2              8.200202e-21  0.4205599 0.996 0.873  4.544306e-16       0
## Fam172a             8.749282e-21  0.5634218 0.989 0.837  4.848590e-16       0
## H2-Q2               9.283285e-21  0.3787571 0.985 0.787  5.144518e-16       0
## Gm49125             9.537301e-21  1.3772142 0.291 0.092  5.285286e-16       0
## Gli3                9.563049e-21  2.0776448 0.146 0.025  5.299555e-16       0
## Lpar3               9.847832e-21  1.1121252 0.418 0.172  5.457373e-16       0
## Prdx1               1.068497e-20  0.3396334 0.996 0.819  5.921293e-16       0
## Bnip3               1.078432e-20  1.0924223 0.604 0.333  5.976349e-16       0
## Id3                 1.121991e-20  0.5283804 0.996 0.793  6.217736e-16       0
## Lamtor4             1.161787e-20  0.7017380 0.847 0.542  6.438273e-16       0
## Psmb4               1.171365e-20  0.5039288 0.948 0.660  6.491353e-16       0
## C2cd5               1.235309e-20  0.5280099 0.922 0.683  6.845712e-16       0
## St6galnac2          1.371916e-20  0.5790106 0.910 0.638  7.602746e-16       0
## Plcg1               1.447694e-20  0.9554980 0.515 0.241  8.022687e-16       0
## Cldn2               1.571902e-20  1.2506526 0.481 0.227  8.711010e-16       0
## Rogdi               1.735883e-20  0.9101353 0.698 0.431  9.619745e-16       0
## Chd4                1.736587e-20  0.4627125 0.985 0.848  9.623645e-16       0
## Ier3ip1             1.814781e-20  0.5485227 0.896 0.604  1.005697e-15       0
## Ttc7b               1.857967e-20  0.8879243 0.612 0.332  1.029630e-15       0
## Acp1                2.128085e-20  0.8006235 0.784 0.510  1.179321e-15       0
## Pdcd4               2.130246e-20  0.6463630 0.940 0.672  1.180518e-15       0
## Syngr2              2.221287e-20  0.7276531 0.739 0.422  1.230971e-15       0
## Pfdn1               2.238898e-20  0.6456047 0.910 0.671  1.240730e-15       0
## Wdr81               2.359294e-20  1.1194827 0.437 0.193  1.307450e-15       0
## Npdc1               2.382690e-20  0.6018744 0.940 0.645  1.320415e-15       0
## Map2k1              2.606864e-20  0.4625056 0.903 0.668  1.444646e-15       0
## Cltb                2.614389e-20  0.7231026 0.854 0.576  1.448816e-15       0
## Slc16a5             2.658487e-20  0.7542683 0.672 0.376  1.473254e-15       0
## Plekhb2             2.658710e-20  0.5096811 0.955 0.741  1.473377e-15       0
## Cilk1               2.734329e-20  0.5233047 0.754 0.453  1.515283e-15       0
## Gimap8              2.796927e-20  1.1041343 0.466 0.214  1.549973e-15       0
## Zfp68               2.820016e-20  1.0849361 0.578 0.325  1.562768e-15       0
## Afg3l2              2.963039e-20  0.4867347 0.944 0.676  1.642028e-15       0
## Efcab14             3.046413e-20  0.5843733 0.948 0.715  1.688230e-15       0
## Plekha6             3.113326e-20  0.3651469 0.993 0.889  1.725312e-15       0
## Aff4                3.388665e-20  0.4370787 0.993 0.849  1.877897e-15       0
## Atox1               3.395158e-20  0.5267529 0.948 0.692  1.881495e-15       0
## 5033406O09Rik       3.810136e-20  1.1104524 0.463 0.216  2.111463e-15       0
## Gm31108             3.815583e-20  1.4858347 0.231 0.063  2.114481e-15       0
## Romo1               3.922053e-20  0.5655847 0.944 0.623  2.173484e-15       0
## Ncor2               4.220615e-20  0.4836630 0.843 0.566  2.338938e-15       0
## Zfp329              4.231737e-20  0.7146398 0.757 0.507  2.345101e-15       0
## Setd7               4.237903e-20  0.5689373 0.933 0.698  2.348519e-15       0
## Commd4              4.309561e-20  0.6488221 0.780 0.515  2.388229e-15       0
## Ckb                 4.598860e-20  0.7190446 0.795 0.574  2.548550e-15       0
## Rgmb                4.925276e-20  0.9653262 0.608 0.337  2.729440e-15       0
## Agr3                5.028481e-20  0.4595513 0.881 0.521  2.786633e-15       0
## Atp5md              5.290860e-20  0.4515863 0.989 0.735  2.932036e-15       0
## Rab14               5.571115e-20  0.5284409 0.970 0.760  3.087345e-15       0
## Nf1                 5.776434e-20  0.3978252 0.996 0.838  3.201126e-15       0
## Insm1               6.101698e-20  0.5780010 0.925 0.621  3.381378e-15       0
## Pld5                6.137592e-20  1.4593336 0.231 0.066  3.401270e-15       0
## Snf8                6.254679e-20  0.5256301 0.866 0.602  3.466156e-15       0
## Strap               6.477024e-20  0.6063771 0.731 0.447  3.589372e-15       0
## Mrpl54              6.495085e-20  0.6225968 0.881 0.570  3.599381e-15       0
## Gm14207             6.926259e-20  0.9408037 0.601 0.323  3.838325e-15       0
## Inppl1              6.947589e-20  0.7469912 0.720 0.444  3.850145e-15       0
## Ccdc85c             7.481088e-20  0.5763664 0.731 0.425  4.145794e-15       0
## Tm4sf20             7.633499e-20  0.5594766 0.974 0.797  4.230256e-15       0
## Hk1                 7.685559e-20  0.7623916 0.493 0.227  4.259106e-15       0
## Cxcl16              8.031723e-20  1.0141106 0.388 0.154  4.450940e-15       0
## Atad1               8.033079e-20  0.6749862 0.866 0.582  4.451691e-15       0
## Zfp264              8.060378e-20  1.5603752 0.175 0.038  4.466819e-15       0
## Lysmd4              8.603592e-20  0.8632453 0.459 0.212  4.767853e-15       0
## Selenok-ps1         9.250317e-20  1.5738603 0.246 0.073  5.126248e-15       0
## Gm45911             9.410290e-20  1.8424290 0.179 0.040  5.214900e-15       0
## Naf1                9.712773e-20  1.3327249 0.381 0.156  5.382528e-15       0
## Oaz1                9.917417e-20  0.4526672 1.000 0.815  5.495935e-15       0
## Asgr2               9.951583e-20  1.3243378 0.265 0.081  5.514869e-15       0
## Iws1                1.000035e-19  0.6056217 0.858 0.593  5.541894e-15       0
## Myo3a               1.048038e-19  0.7260001 0.451 0.190  5.807914e-15       0
## Nop58               1.052113e-19  0.4169145 0.769 0.454  5.830495e-15       0
## Mecom               1.060856e-19  1.1516150 0.545 0.301  5.878944e-15       0
## Cntnap2             1.121449e-19  0.4897743 0.496 0.237  6.214732e-15       0
## Hmgn1               1.124514e-19  0.4368940 0.892 0.589  6.231722e-15       0
## Gm45131             1.125818e-19  2.0115361 0.160 0.032  6.238943e-15       0
## Pgam1               1.159886e-19  0.5521119 0.877 0.597  6.427739e-15       0
## Fcho1               1.279587e-19  1.6720312 0.220 0.060  7.091085e-15       0
## Bach1               1.299681e-19  0.5442535 0.854 0.575  7.202442e-15       0
## Tnfrsf21            1.362706e-19  0.6867634 0.679 0.393  7.551709e-15       0
## Zfp37               1.468022e-19  1.3462045 0.340 0.127  8.135340e-15       0
## Rps6                1.471031e-19  0.2962821 0.918 0.599  8.152014e-15       0
## Cox6c               1.597438e-19  0.3495605 0.993 0.797  8.852520e-15       0
## Scml4               1.655760e-19  0.5442188 0.813 0.490  9.175726e-15       0
## Wdr1                1.665101e-19  0.5400965 0.922 0.638  9.227489e-15       0
## Gsdmd               1.766404e-19  0.2320413 0.791 0.455  9.788883e-15       0
## Tmem44              1.779179e-19  0.9117319 0.522 0.247  9.859677e-15       0
## Pcdh1               2.050987e-19  0.6308774 0.806 0.536  1.136595e-14       0
## AW112010            2.171689e-19  0.7232275 0.672 0.396  1.203485e-14       0
## Rnasel              2.184144e-19  0.5637461 0.896 0.639  1.210387e-14       0
## Pet100              2.189827e-19  0.6794260 0.866 0.576  1.213536e-14       0
## Stx7                2.192342e-19  0.5408896 0.903 0.677  1.214930e-14       0
## Gns                 2.350611e-19  0.6894756 0.869 0.614  1.302638e-14       0
## Gale                2.365116e-19  0.6852724 0.724 0.431  1.310676e-14       0
## Gm37510             2.439070e-19  0.9889253 0.414 0.185  1.351660e-14       0
## Cyp20a1             2.470050e-19  1.1483284 0.519 0.271  1.368827e-14       0
## Mmp20               2.532311e-19  2.0595933 0.168 0.036  1.403331e-14       0
## Cdh1                2.570592e-19  0.3981372 1.000 0.901  1.424545e-14       0
## Wwox                2.586223e-19  0.6573081 0.937 0.773  1.433207e-14       0
## Gtf2a2              2.651876e-19  0.6482637 0.869 0.620  1.469590e-14       0
## Plet1               2.790551e-19  1.2344145 0.254 0.078  1.546440e-14       0
## Pnp                 2.861491e-19  0.4583033 0.813 0.544  1.585752e-14       0
## Zfp667              2.871001e-19  1.1203731 0.556 0.302  1.591023e-14       0
## Fbxo21              2.983897e-19  0.8102066 0.668 0.394  1.653586e-14       0
## Gm17276             3.174585e-19  0.6010523 0.869 0.610  1.759260e-14       0
## Spint2              3.285035e-19  0.3918655 1.000 0.887  1.820468e-14       0
## Rab1b               3.652044e-19  0.6731748 0.821 0.549  2.023853e-14       0
## Dpp7                3.732598e-19  1.0740478 0.504 0.261  2.068494e-14       0
## Serpina1c           4.237248e-19  1.7205537 0.567 0.343  2.348156e-14       0
## Tmem128             4.302135e-19  0.8513403 0.657 0.398  2.384114e-14       0
## Mvp                 4.458280e-19  0.4747441 0.937 0.702  2.470645e-14       0
## Pde3b               4.706625e-19  0.8639471 0.705 0.449  2.608270e-14       0
## Ecm1                4.905698e-19  1.3032670 0.317 0.116  2.718591e-14       0
## Psenen              5.072879e-19  0.5792525 0.899 0.625  2.811238e-14       0
## Gpd1                5.268771e-19  0.5235783 0.854 0.626  2.919795e-14       0
## Skil                5.297306e-19  0.5023787 0.869 0.602  2.935608e-14       0
## Eml5                5.515221e-19  0.8249384 0.627 0.367  3.056370e-14       0
## Ier5l               5.567604e-19  1.6180840 0.287 0.099  3.085399e-14       0
## Klf5                5.906872e-19  0.4494138 0.985 0.836  3.273411e-14       0
## Rimkla              6.333283e-19  0.7592121 0.343 0.124  3.509715e-14       0
## Prkcsh              6.468588e-19  0.5450638 0.903 0.637  3.584697e-14       0
## Top1                6.504287e-19  0.4331321 0.985 0.831  3.604481e-14       0
## Mindy1              6.820200e-19  0.7894446 0.694 0.442  3.779550e-14       0
## Gm45740             6.853090e-19  1.3843249 0.287 0.098  3.797777e-14       0
## Ulk1                7.008423e-19  0.9115608 0.560 0.312  3.883858e-14       0
## Pabpc1              7.207431e-19  0.2029042 0.978 0.784  3.994142e-14       0
## 9030622O22Rik       7.649467e-19  0.9419172 0.575 0.309  4.239105e-14       0
## Apoe                9.439554e-19  3.2455110 0.164 0.037  5.231118e-14       0
## Tnnc1               9.606736e-19  1.3812984 0.332 0.127  5.323765e-14       0
## Ccdc124             9.627766e-19  0.6320615 0.735 0.480  5.335419e-14       0
## Ltk                 1.010426e-18  0.8477299 0.485 0.231  5.599475e-14       0
## Mat2a               1.013813e-18  0.8095291 0.910 0.639  5.618245e-14       0
## Cldn3               1.042113e-18  0.5013134 0.937 0.696  5.775080e-14       0
## Amfr                1.060111e-18  0.5078254 0.918 0.650  5.874817e-14       0
## Dll4                1.067207e-18  1.0253999 0.530 0.274  5.914142e-14       0
## Ets2                1.142294e-18  0.5850205 0.828 0.538  6.330249e-14       0
## Lamtor1             1.160663e-18  0.7063369 0.799 0.511  6.432049e-14       0
## Scg5                1.181707e-18  0.4963208 0.996 0.765  6.548663e-14       0
## Hnrnpk              1.333961e-18  0.3929184 0.989 0.772  7.392414e-14       0
## Cd151               1.348184e-18  0.6475422 0.705 0.434  7.471230e-14       0
## Gm17733             1.368392e-18  1.8766479 0.153 0.031  7.583220e-14       0
## Ndufa2              1.391657e-18  0.4037686 0.985 0.752  7.712146e-14       0
## Cyp2c65             1.397168e-18  0.6111605 0.896 0.621  7.742688e-14       0
## Trf                 1.545463e-18  0.7221884 0.612 0.338  8.564491e-14       0
## Gmfg                1.562739e-18  1.5162522 0.310 0.118  8.660231e-14       0
## Tmem208             1.574201e-18  0.6750383 0.854 0.564  8.723751e-14       0
## Baiap2              1.610377e-18  0.9653851 0.437 0.199  8.924226e-14       0
## Snx17               1.651881e-18  0.7537597 0.713 0.448  9.154228e-14       0
## Ndfip1              1.685684e-18  0.4641502 0.985 0.800  9.341553e-14       0
## Smad3               1.731370e-18  0.6366779 0.675 0.399  9.594731e-14       0
## Ablim1              1.768857e-18  0.3527241 0.993 0.853  9.802476e-14       0
## Tsg101              1.794755e-18  0.5593460 0.881 0.623  9.945996e-14       0
## Itpka               1.852007e-18  0.9764892 0.485 0.240  1.026327e-13       0
## Gm20732             1.926043e-18  0.7281929 0.705 0.459  1.067355e-13       0
## Abcg1               1.927329e-18  1.1857000 0.396 0.169  1.068068e-13       0
## Serbp1              2.053530e-18  0.2469353 0.966 0.762  1.138005e-13       0
## Pbrm1               2.230905e-18  0.4654020 0.981 0.797  1.236301e-13       0
## Rsad1               2.306816e-18  1.2028977 0.347 0.138  1.278368e-13       0
## Ampd2               2.325826e-18  0.8549504 0.608 0.358  1.288903e-13       0
## Crkl                2.364331e-18  0.5428651 0.743 0.470  1.310241e-13       0
## Gm35019             2.434932e-18  3.3762532 0.093 0.011  1.349366e-13       0
## Msmo1               2.562920e-18  0.8663453 0.735 0.510  1.420293e-13       0
## Gsn                 2.576385e-18  0.5575741 0.511 0.242  1.427755e-13       0
## Cd55                2.626796e-18  0.4386165 0.776 0.473  1.455692e-13       0
## Srsf3               2.766790e-18  0.4551657 0.955 0.722  1.533272e-13       0
## Lypla2              2.782422e-18  0.5977721 0.769 0.492  1.541935e-13       0
## Eif3c               2.817183e-18  0.5183254 0.974 0.731  1.561198e-13       0
## Gnai3               2.865385e-18  0.4110674 0.955 0.774  1.587911e-13       0
## Tmem189             3.016564e-18  1.1197309 0.317 0.118  1.671690e-13       0
## Ccdc47              3.063039e-18  0.7225507 0.825 0.571  1.697444e-13       0
## Mylip               3.237887e-18  0.7888637 0.500 0.239  1.794340e-13       0
## Pdgfd               3.564550e-18  0.9713361 0.396 0.167  1.975367e-13       0
## Cbx1                3.589734e-18  0.5560330 0.896 0.635  1.989323e-13       0
## Zfp804a             3.976553e-18  1.1739150 0.187 0.047  2.203686e-13       0
## Grhl2               4.018062e-18  0.6913081 0.511 0.247  2.226690e-13       0
## Pde8a               4.168311e-18  0.6113152 0.806 0.528  2.309953e-13       0
## Hnrnpa1l2-ps        4.358853e-18  1.1051639 0.239 0.070  2.415545e-13       0
## Unc13b              4.373577e-18  0.4712059 0.925 0.722  2.423705e-13       0
## Gm43294             4.432297e-18  1.7262028 0.216 0.063  2.456246e-13       0
## Cfap20              4.727611e-18  0.5897564 0.810 0.547  2.619900e-13       0
## Rps15               4.893529e-18  0.1966725 0.981 0.735  2.711847e-13       0
## Snw1                4.897219e-18  0.4927671 0.847 0.627  2.713892e-13       0
## Slc20a1             5.022949e-18  0.9359688 0.384 0.164  2.783568e-13       0
## Uba1                5.062604e-18  0.5500694 0.922 0.654  2.805543e-13       0
## Lsr                 5.369925e-18  0.4774855 0.966 0.754  2.975851e-13       0
## R3hdm4              5.383437e-18  0.7665849 0.709 0.468  2.983339e-13       0
## Elmod3              5.443664e-18  0.9562191 0.504 0.254  3.016715e-13       0
## Actn1               5.563199e-18  0.4273403 0.993 0.742  3.082958e-13       0
## Ncoa2               5.747702e-18  0.3296836 0.974 0.840  3.185204e-13       0
## Kcnh6               5.824382e-18  0.4231257 0.843 0.528  3.227698e-13       0
## Atp5h               5.857435e-18  0.2898285 0.993 0.781  3.246015e-13       0
## H2az1               5.887963e-18  0.2669607 0.978 0.716  3.262933e-13       0
## Bex4                5.903305e-18  1.5628796 0.205 0.056  3.271434e-13       0
## Ormdl2              5.910379e-18  0.8703265 0.675 0.411  3.275355e-13       0
## H2aw                6.031284e-18  1.0668887 0.504 0.269  3.342356e-13       0
## Spred1              6.033460e-18  0.8620896 0.489 0.236  3.343563e-13       0
## Ralbp1              6.229608e-18  0.4865525 0.951 0.768  3.452262e-13       0
## Meis3               6.584086e-18  0.9568580 0.437 0.201  3.648703e-13       0
## Cpeb2               6.688782e-18  0.7083047 0.813 0.585  3.706722e-13       0
## Mrpl52              6.692821e-18  0.5230530 0.918 0.623  3.708960e-13       0
## Rpl4                6.875859e-18  0.1031557 0.996 0.755  3.810395e-13       0
## H1f0                7.614203e-18  0.6968165 0.840 0.588  4.219563e-13       0
## Nt5dc2              8.648754e-18  2.1529134 0.187 0.050  4.792880e-13       0
## Ak3                 9.111965e-18  0.5458582 0.828 0.574  5.049578e-13       0
## Plscr4              1.003324e-17  0.8782480 0.410 0.173  5.560123e-13       0
## Sqstm1              1.087353e-17  0.6300581 0.910 0.680  6.025782e-13       0
## Epn1                1.115468e-17  0.3802857 0.974 0.736  6.181589e-13       0
## Rab33b              1.173916e-17  1.0912190 0.522 0.291  6.505491e-13       0
## Tmem50a             1.181311e-17  0.5359724 0.914 0.650  6.546473e-13       0
## Golim4              1.187604e-17  0.4616499 0.996 0.832  6.581345e-13       0
## Slc2a1              1.192043e-17  1.3770633 0.336 0.140  6.605945e-13       0
## Vil1                1.202997e-17  0.1017333 0.996 0.895  6.666650e-13       0
## Proser2             1.258977e-17  0.9960273 0.410 0.181  6.976873e-13       0
## Rps6ka1             1.280032e-17  0.4720084 0.948 0.745  7.093556e-13       0
## 1810063I02Rik       1.291866e-17  2.1087914 0.153 0.033  7.159134e-13       0
## Spidr               1.323595e-17  0.6604625 0.690 0.413  7.334967e-13       0
## Atp6v0d1            1.392833e-17  0.5986816 0.851 0.639  7.718660e-13       0
## Cul3                1.438774e-17  0.4299523 0.970 0.800  7.973255e-13       0
## Plpp6               1.446118e-17  0.6594503 0.724 0.479  8.013951e-13       0
## Gm36560             1.491867e-17  2.0690294 0.153 0.033  8.267481e-13       0
## Aldh1a1             1.559650e-17  0.1369775 0.489 0.222  8.643114e-13       0
## A330093E20Rik       1.580066e-17  1.4701582 0.276 0.097  8.756252e-13       0
## Lipo3               1.592504e-17  1.2065112 0.425 0.205  8.825181e-13       0
## Mex3d               1.642539e-17  1.2896307 0.313 0.124  9.102459e-13       0
## Arhgap26            1.665673e-17  1.0743436 0.284 0.099  9.230662e-13       0
## Eef1a1              1.691836e-17  0.2509949 1.000 0.904  9.375645e-13       0
## Sned1               1.695594e-17  0.7334897 0.586 0.309  9.396471e-13       0
## Nup50               1.723543e-17  0.6511274 0.716 0.435  9.551356e-13       0
## Lrp5                1.818878e-17  0.6375184 0.784 0.529  1.007967e-12       0
## Idh2                1.857059e-17  0.6475619 0.705 0.419  1.029126e-12       0
## Ndufa11             2.123183e-17  0.4071960 0.940 0.650  1.176605e-12       0
## Ifi27               2.141152e-17  0.5015604 0.869 0.558  1.186562e-12       0
## Tex35               2.259910e-17  3.6505508 0.075 0.007  1.252374e-12       0
## Fads6               2.456131e-17  1.5540885 0.201 0.057  1.361114e-12       0
## Irf6                2.457760e-17  0.5278545 0.933 0.715  1.362017e-12       0
## Fgd6                2.511677e-17  0.3704226 0.899 0.641  1.391896e-12       0
## Alkbh8              2.754230e-17  0.7770540 0.638 0.400  1.526312e-12       0
## Atp5j2              2.764485e-17  0.1821376 0.996 0.786  1.531995e-12       0
## Ppp1r9b             2.814582e-17  0.7046942 0.664 0.413  1.559757e-12       0
## Ly6g6d              2.960135e-17  1.2341407 0.228 0.071  1.640418e-12       0
## Btk                 2.965295e-17  2.4191538 0.097 0.013  1.643277e-12       0
## Cdipt               3.167839e-17  0.5414437 0.791 0.520  1.755522e-12       0
## Pcnp                3.274549e-17  0.6038064 0.836 0.593  1.814657e-12       0
## Snrpd2              3.333708e-17  0.4271802 0.799 0.492  1.847441e-12       0
## Nfatc3              3.436268e-17  0.4648670 0.910 0.680  1.904277e-12       0
## Twf2                3.622760e-17  1.2718355 0.425 0.208  2.007625e-12       0
## Chmp6               3.649179e-17  0.7631563 0.623 0.377  2.022266e-12       0
## Gal3st2b            3.864108e-17  1.0879758 0.291 0.104  2.141373e-12       0
## Spry4               3.915912e-17  1.5883958 0.213 0.062  2.170081e-12       0
## Krt80               3.968197e-17  3.2047280 0.082 0.009  2.199056e-12       0
## Rmdn2               3.969048e-17  0.9692957 0.489 0.247  2.199527e-12       0
## Eif4a1              3.985264e-17  0.3827799 0.981 0.743  2.208514e-12       0
## Dynll2              4.141882e-17  0.4421887 0.951 0.719  2.295307e-12       0
## Tubg1               4.232153e-17  1.2686280 0.369 0.165  2.345332e-12       0
## Foxn1               4.404839e-17  2.8278091 0.082 0.009  2.441030e-12       0
## Tmem127             4.694129e-17  0.6573679 0.765 0.503  2.601345e-12       0
## Crybb3              4.751038e-17  0.7450753 0.478 0.234  2.632883e-12       0
## Vezt                4.919366e-17  0.8644533 0.761 0.527  2.726165e-12       0
## Fbxl7               4.966525e-17  1.2730293 0.317 0.128  2.752299e-12       0
## Id2                 5.556530e-17  0.5547325 0.937 0.688  3.079262e-12       0
## Spns2               5.822020e-17  0.9443201 0.354 0.144  3.226389e-12       0
## Baz2b               5.891193e-17  0.3834169 0.996 0.889  3.264722e-12       0
## Ran                 5.939507e-17  0.1010241 0.896 0.576  3.291497e-12       0
## Atp5k               5.952650e-17  0.2139263 0.989 0.750  3.298780e-12       0
## Dmxl1               6.138226e-17  0.4001675 0.963 0.805  3.401621e-12       0
## Skap2               6.394212e-17  0.5004674 0.784 0.516  3.543480e-12       0
## Xpo6                6.427556e-17  0.5535304 0.813 0.580  3.561958e-12       0
## Btrc                6.514098e-17  0.5014163 0.896 0.648  3.609918e-12       0
## Nipa1               6.612156e-17  1.0209595 0.388 0.177  3.664259e-12       0
## Fancf               6.618793e-17  1.9397184 0.190 0.053  3.667936e-12       0
## Il4ra               6.683767e-17  0.8349957 0.556 0.312  3.703943e-12       0
## Gm45330             7.108779e-17  0.7198915 0.563 0.303  3.939472e-12       0
## Cox7a2              7.572078e-17  0.3022600 1.000 0.751  4.196219e-12       0
## Bhlhe40             7.878327e-17  0.7139974 0.448 0.219  4.365932e-12       0
## Eloc                8.518731e-17  0.5479461 0.869 0.572  4.720825e-12       0
## Bcap31              8.574292e-17  0.5218888 0.888 0.598  4.751616e-12       0
## Gm43727             8.684677e-17  1.5413943 0.172 0.042  4.812787e-12       0
## Tmem147             9.387175e-17  0.5143810 0.769 0.473  5.202091e-12       0
## Kif5b               1.071149e-16  0.3759312 0.996 0.873  5.935984e-12       0
## Gltpd2              1.141014e-16  2.8339353 0.090 0.012  6.323156e-12       0
## Mfsd8               1.153558e-16  0.9018749 0.478 0.241  6.392674e-12       0
## Bud31               1.154240e-16  0.7316877 0.728 0.468  6.396452e-12       0
## Glod4               1.162413e-16  0.7985938 0.716 0.482  6.441742e-12       0
## Grtp1               1.177769e-16  0.4357006 0.884 0.657  6.526843e-12       0
## Eif4e               1.268735e-16  0.5414098 0.851 0.601  7.030951e-12       0
## Cab39               1.386444e-16  0.3759132 0.970 0.780  7.683258e-12       0
## Stk32a              1.396640e-16  0.2247536 0.563 0.272  7.739762e-12       0
## Sema5a              1.399820e-16  0.4574100 0.653 0.358  7.757384e-12       0
## Mcf2l               1.448252e-16  0.4419374 0.933 0.698  8.025776e-12       0
## Tmem37              1.467589e-16  0.4087599 0.418 0.189  8.132936e-12       0
## Gm11110             1.471826e-16  1.2498087 0.280 0.101  8.156421e-12       0
## B4galnt3            1.474928e-16  0.5297725 0.743 0.479  8.173608e-12       0
## Wipf1               1.530340e-16  0.5639336 0.929 0.674  8.480684e-12       0
## Nudc                1.596716e-16  0.5075255 0.784 0.516  8.848524e-12       0
## Ccdc92              1.596914e-16  0.6299220 0.631 0.369  8.849617e-12       0
## Cers2               1.710252e-16  0.6391616 0.713 0.457  9.477706e-12       0
## Prep                1.806721e-16  0.6887981 0.698 0.442  1.001231e-11       0
## Nectin1             1.831409e-16  0.7965853 0.489 0.253  1.014912e-11       0
## Tmprss9             1.866550e-16  1.0289777 0.343 0.139  1.034386e-11       0
## Prkar2a             1.876860e-16  0.5049429 0.933 0.714  1.040100e-11       0
## Ppp1r12b            1.936464e-16  0.4731333 0.899 0.679  1.073130e-11       0
## Mkrn2os             1.963186e-16  0.5713263 0.840 0.569  1.087939e-11       0
## Tmco1               1.967216e-16  0.5955080 0.840 0.583  1.090172e-11       0
## Sik1                2.152677e-16  1.2225885 0.410 0.198  1.192949e-11       0
## Uqcc2               2.203893e-16  0.5360449 0.899 0.618  1.221331e-11       0
## Tmcc3               2.227557e-16  0.2999182 0.944 0.715  1.234445e-11       0
## Map3k20             2.374326e-16  0.2686664 0.474 0.219  1.315780e-11       0
## Plac8               2.422154e-16  0.2704907 1.000 0.948  1.342285e-11       0
## Polr2f              2.498341e-16  0.4451913 0.854 0.563  1.384506e-11       0
## Cldn6               2.554799e-16  1.8829447 0.220 0.070  1.415793e-11       0
## Atp6v1d             2.582815e-16  0.6838115 0.772 0.533  1.431319e-11       0
## Glyr1               2.697011e-16  0.4943771 0.944 0.713  1.494602e-11       0
## 4921507P07Rik       2.713944e-16  0.7533524 0.269 0.092  1.503986e-11       0
## Eml4                2.884025e-16  0.3777945 0.981 0.751  1.598240e-11       0
## Raly                3.002052e-16  0.5666539 0.761 0.478  1.663647e-11       0
## H4c8                3.093755e-16  0.8645090 0.351 0.154  1.714466e-11       0
## Gm15772             3.155729e-16  0.2809648 0.948 0.610  1.748810e-11       0
## C2cd2               3.210751e-16  0.6960489 0.578 0.328  1.779302e-11       0
## Sephs2              3.460078e-16  0.5768022 0.784 0.528  1.917471e-11       0
## Lama4               3.762591e-16  0.9824940 0.194 0.053  2.085115e-11       0
## Kif1a               3.843870e-16  0.7469440 0.575 0.308  2.130158e-11       0
## Ndufa13             3.950035e-16  0.3916954 0.993 0.761  2.188991e-11       0
## Prkaa1              3.979178e-16  0.5921505 0.802 0.539  2.205141e-11       0
## Fam32a              4.185272e-16  0.6043756 0.780 0.521  2.319352e-11       0
## Ppip5k2             4.324765e-16  0.5280380 0.854 0.641  2.396655e-11       0
## Sumf1               4.732001e-16  0.7599158 0.675 0.429  2.622333e-11       0
## Pdhx                4.787594e-16  1.0967294 0.496 0.274  2.653141e-11       0
## Cd59b               5.078443e-16  1.3109616 0.373 0.175  2.814321e-11       0
## Srp72               5.485187e-16  0.4989924 0.888 0.665  3.039726e-11       0
## Psmb6               5.496332e-16  0.3842263 0.929 0.658  3.045902e-11       0
## Fnbp1l              5.597297e-16  0.4131448 0.970 0.806  3.101854e-11       0
## Mob1b               5.691752e-16  0.5159624 0.843 0.618  3.154198e-11       0
## Ptges3              5.699955e-16  0.4603495 0.892 0.666  3.158744e-11       0
## Chchd2              5.872741e-16  0.2690622 1.000 0.878  3.254497e-11       0
## Ube2r2              6.050386e-16  0.4413825 0.951 0.741  3.352942e-11       0
## Tmem234             6.193047e-16  0.4389069 0.959 0.764  3.432001e-11       0
## Wfdc3               6.233524e-16  2.5290578 0.112 0.020  3.454432e-11       0
## Myo6                6.246220e-16  0.3554999 0.993 0.902  3.461467e-11       0
## Gdi1                6.270590e-16  0.4388016 0.858 0.595  3.474973e-11       0
## Fam91a1             6.452024e-16  0.4527494 0.884 0.661  3.575518e-11       0
## Tmem182             6.683705e-16  1.4898019 0.224 0.073  3.703909e-11       0
## Cox6b1              6.749655e-16  0.2400725 0.996 0.769  3.740457e-11       0
## Abat                6.758306e-16  0.4032613 0.869 0.582  3.745250e-11       0
## Gm8773              6.788659e-16  3.1199578 0.131 0.028  3.762071e-11       0
## Zbtb7b              7.358984e-16  0.3886886 0.769 0.471  4.078128e-11       0
## Pde4dip             7.435099e-16  0.3821304 0.948 0.749  4.120309e-11       0
## Dmap1               7.640810e-16  0.9465450 0.429 0.209  4.234308e-11       0
## Capzb               7.875958e-16  0.3501085 0.974 0.795  4.364620e-11       0
## Ptbp1               7.986402e-16  0.5541971 0.802 0.524  4.425824e-11       0
## Ptov1               8.066851e-16  0.5179508 0.903 0.619  4.470407e-11       0
## Midn                8.340495e-16  0.7520723 0.728 0.522  4.622052e-11       0
## Spdef               8.955485e-16  1.1190606 0.164 0.041  4.962861e-11       0
## Mmadhc              9.376361e-16  0.4925630 0.731 0.469  5.196098e-11       0
## Smarcc1             9.555435e-16  0.4829866 0.873 0.634  5.295335e-11       0
## Atxn10              9.597787e-16  0.4564815 0.951 0.700  5.318806e-11       0
## Prss30              9.610817e-16  0.6241347 0.593 0.319  5.326027e-11       0
## Kdm3a               9.672889e-16  0.5565698 0.840 0.613  5.360425e-11       0
## Etf1                9.726994e-16  0.4866569 0.888 0.649  5.390408e-11       0
## Smarce1             1.027800e-15  0.6066681 0.750 0.476  5.695757e-11       0
## Phf2                1.169776e-15  0.4621551 0.806 0.552  6.482547e-11       0
## Tapt1               1.223101e-15  0.5764233 0.690 0.441  6.778058e-11       0
## Zfp706              1.274737e-15  0.3993064 0.951 0.716  7.064210e-11       0
## Psmb3               1.277056e-15  0.4059838 0.851 0.559  7.077063e-11       0
## Chm                 1.359139e-15  0.5162878 0.854 0.584  7.531941e-11       0
## Nlrp9b              1.374542e-15  0.1533648 0.776 0.417  7.617297e-11       0
## Il18rap             1.416220e-15  2.3130865 0.123 0.025  7.848265e-11       0
## Gm26947             1.458004e-15  3.0846036 0.067 0.006  8.079820e-11       0
## Itgal               1.565514e-15  1.5917074 0.131 0.027  8.675608e-11       0
## Rps25               1.586539e-15  0.1656433 0.948 0.632  8.792126e-11       0
## Ptprt               1.661412e-15  0.5409131 0.608 0.345  9.207048e-11       0
## Ndufb1              1.669191e-15  0.3806027 0.981 0.708  9.250154e-11       0
## Ndufa7              1.673807e-15  0.4464451 0.966 0.670  9.275734e-11       0
## D630045J12Rik       1.730112e-15  0.8296597 0.481 0.248  9.587762e-11       0
## Dipk2a              1.733842e-15  0.7425934 0.649 0.413  9.608435e-11       0
## Camk2d              1.761661e-15  0.3862500 0.993 0.869  9.762599e-11       0
## Vapa                1.764980e-15  0.4063548 0.978 0.772  9.780987e-11       0
## Vps37a              1.775280e-15  0.3656155 0.929 0.681  9.838070e-11       0
## Tmem253             1.782935e-15  0.6288142 0.451 0.221  9.880490e-11       0
## Optn                1.827731e-15  0.2276428 0.918 0.639  1.012874e-10       0
## Rfx3                1.838764e-15  0.4241431 0.959 0.761  1.018988e-10       0
## Vps53               1.854487e-15  0.5573744 0.802 0.581  1.027701e-10       0
## Zc3h15              1.935007e-15  0.4310867 0.948 0.725  1.072323e-10       0
## Zdhhc7              1.987527e-15  0.6268290 0.601 0.349  1.101428e-10       0
## Coa5                2.012494e-15  0.7826978 0.593 0.370  1.115264e-10       0
## Mbd1                2.050864e-15  0.6902353 0.713 0.478  1.136527e-10       0
## Appl2               2.122117e-15  0.3992288 0.817 0.553  1.176014e-10       0
## Snn                 2.159585e-15  1.9517891 0.164 0.043  1.196777e-10       0
## Vldlr               2.206327e-15  0.6377424 0.522 0.274  1.222680e-10       0
## Gm14964             2.256702e-15  0.6557629 0.459 0.218  1.250596e-10       0
## Adcy9               2.283273e-15  0.4411966 0.910 0.698  1.265321e-10       0
## Onecut2             2.311029e-15  0.4294260 0.970 0.791  1.280703e-10       0
## Mcl1                2.417462e-15  0.3942053 0.866 0.635  1.339685e-10       0
## Paip1               2.541178e-15  0.5900321 0.847 0.601  1.408245e-10       0
## A4galt              2.566535e-15  0.8861992 0.254 0.088  1.422297e-10       0
## Aurkc               2.654266e-15  1.8440054 0.112 0.021  1.470915e-10       0
## Trim26              2.693221e-15  0.4871082 0.840 0.592  1.492502e-10       0
## Whamm               2.762518e-15  0.6437409 0.627 0.378  1.530905e-10       0
## Gm12992             3.063460e-15  1.1969117 0.261 0.094  1.697678e-10       0
## Pllp                3.071793e-15  0.9281327 0.429 0.216  1.702296e-10       0
## Rpl41               3.079648e-15  0.2018498 1.000 0.887  1.706649e-10       0
## Fgfr2               3.148090e-15  0.3673157 0.866 0.631  1.744577e-10       0
## Ccdc12              3.175493e-15  0.4416477 0.892 0.614  1.759763e-10       0
## Ilrun               3.281232e-15  0.4286883 0.937 0.755  1.818360e-10       0
## Tinagl1             3.300070e-15  1.1122097 0.347 0.151  1.828800e-10       0
## Cacnb3              3.341687e-15  0.5978143 0.724 0.463  1.851863e-10       0
## Gm31615             3.374980e-15  0.9809636 0.321 0.131  1.870313e-10       0
## Gm38197             3.479371e-15  1.0523940 0.146 0.035  1.928163e-10       0
## Cdx2                3.556422e-15  0.4551296 0.832 0.572  1.970863e-10       0
## Gosr2               3.685583e-15  0.6268650 0.634 0.385  2.042439e-10       0
## Idh1                3.794573e-15  0.3453763 0.791 0.547  2.102838e-10       0
## Calm1               3.865668e-15  0.2843219 1.000 0.923  2.142237e-10       0
## Mif                 3.877492e-15  0.4108543 0.675 0.426  2.148790e-10       0
## Map1lc3b            3.936045e-15  0.5135683 0.884 0.638  2.181238e-10       0
## Matr3               3.993448e-15  0.4556705 0.843 0.592  2.213049e-10       0
## Itpk1               4.270487e-15  0.3580661 0.989 0.807  2.366576e-10       0
## Tead4               4.390096e-15  0.9156477 0.351 0.155  2.432860e-10       0
## Mettl26             4.534437e-15  0.4059012 0.933 0.638  2.512849e-10       0
## Trip12              4.584429e-15  0.3772669 0.981 0.838  2.540553e-10       0
## Hcn4                5.017233e-15  0.9250602 0.489 0.254  2.780400e-10       0
## Ddx1                5.235720e-15  0.5648897 0.840 0.616  2.901479e-10       0
## Cryba2              5.346973e-15  0.5798704 0.705 0.433  2.963132e-10       0
## Itpkb               5.702200e-15  0.8158994 0.414 0.193  3.159988e-10       0
## Anapc13             5.912380e-15  0.5100165 0.843 0.562  3.276464e-10       0
## Mgat3               5.924503e-15  0.4608294 0.929 0.685  3.283182e-10       0
## Rpl21               6.169704e-15  0.1726858 1.000 0.733  3.419065e-10       0
## Csnk1e              6.296569e-15  0.6383179 0.679 0.429  3.489369e-10       0
## Tle3                7.056884e-15  0.5132156 0.791 0.527  3.910714e-10       0
## Xrcc5               7.293562e-15  0.7445280 0.571 0.336  4.041873e-10       0
## Gm43113             7.313829e-15  2.1736411 0.134 0.031  4.053104e-10       0
## Mtdh                7.381773e-15  0.3654562 0.966 0.776  4.090757e-10       0
## H13                 7.382184e-15  0.5390085 0.884 0.653  4.090985e-10       0
## Eif2b5              7.896932e-15  0.8046784 0.563 0.334  4.376243e-10       0
## Ssbp3               8.474969e-15  0.3749265 0.978 0.800  4.696573e-10       0
## Ndufa3              8.666179e-15  0.2556817 0.881 0.645  4.802536e-10       0
## Pomp                9.045986e-15  0.3392570 0.940 0.657  5.013014e-10       0
## Fis1                9.280611e-15  0.4123130 0.933 0.685  5.143036e-10       0
## Pcbp1               9.769382e-15  0.3695525 0.974 0.739  5.413898e-10       0
## Fam171a1            9.918622e-15  0.5237700 0.746 0.508  5.496603e-10       0
## Rex1bd              9.955060e-15  0.5854472 0.746 0.489  5.516796e-10       0
## Arhgap44            1.022104e-14  0.7403447 0.254 0.090  5.664196e-10       0
## Dock7               1.025799e-14  0.3760758 0.896 0.676  5.684668e-10       0
## Praf2               1.034747e-14  1.0120694 0.381 0.188  5.734260e-10       0
## Clptm1l             1.082551e-14  0.6050616 0.746 0.500  5.999172e-10       0
## Caprin1             1.099188e-14  0.3843533 0.966 0.774  6.091368e-10       0
## BC004004            1.107776e-14  0.6181436 0.802 0.573  6.138960e-10       0
## Etfb                1.111378e-14  0.4381508 0.866 0.600  6.158926e-10       0
## Psmb5               1.164452e-14  0.3863472 0.851 0.546  6.453044e-10       0
## Ugt1a9              1.186691e-14  2.3892829 0.090 0.014  6.576284e-10       0
## Gm45871             1.202892e-14  0.6392585 0.623 0.379  6.666067e-10       0
## Asxl2               1.233550e-14  0.3634194 0.955 0.763  6.835963e-10       0
## Tob1                1.290528e-14  0.5169663 0.899 0.668  7.151721e-10       0
## Osbpl2              1.301901e-14  0.4729303 0.858 0.602  7.214747e-10       0
## Adrm1               1.339395e-14  0.5480382 0.668 0.414  7.422523e-10       0
## Tbx3os1             1.403820e-14  0.7877676 0.433 0.211  7.779548e-10       0
## Arpp19              1.450552e-14  0.4292163 0.966 0.724  8.038525e-10       0
## Bzw1                1.519942e-14  0.4406884 0.892 0.613  8.423060e-10       0
## Camkk2              1.523003e-14  0.3965102 0.660 0.398  8.440028e-10       0
## Cib1                1.525165e-14  0.3875265 0.918 0.670  8.452009e-10       0
## Nr1h4               1.594157e-14  0.5495903 0.769 0.520  8.834338e-10       0
## Psmd2               1.621735e-14  0.6139276 0.735 0.494  8.987167e-10       0
## Ubc                 1.656784e-14  0.3737699 0.989 0.877  9.181401e-10       0
## Erlin2              1.741664e-14  0.7105696 0.649 0.418  9.651781e-10       0
## Pop5                1.795002e-14  0.5711244 0.735 0.489  9.947361e-10       0
## Paics               1.801268e-14  0.5458930 0.515 0.269  9.982087e-10       0
## Ralgapb             1.815495e-14  0.4454365 0.892 0.667  1.006093e-09       0
## Gtf2ird1            1.839165e-14  0.3471243 0.896 0.672  1.019210e-09       0
## Jak1                1.839402e-14  0.3612782 0.951 0.790  1.019342e-09       0
## Tom1l2              1.893487e-14  0.2924757 0.989 0.806  1.049314e-09       0
## Mrps21              1.949619e-14  0.5127721 0.813 0.558  1.080420e-09       0
## Clcn4               2.031472e-14  0.5782811 0.776 0.550  1.125781e-09       0
## Igsf23              2.041530e-14  0.3593389 0.787 0.555  1.131355e-09       0
## St13                2.052494e-14  0.4822486 0.925 0.695  1.137431e-09       0
## Ube2z               2.247724e-14  0.5847789 0.739 0.516  1.245621e-09       0
## Aak1                2.316114e-14  0.3856351 0.899 0.688  1.283521e-09       0
## Dpm3                2.518300e-14  0.5001514 0.802 0.515  1.395566e-09       0
## Ambra1              2.618840e-14  0.3432317 1.000 0.852  1.451282e-09       0
## Ndufa4              2.634830e-14  0.2443920 0.989 0.732  1.460144e-09       0
## Grpel1              2.684445e-14  0.5576219 0.687 0.449  1.487639e-09       0
## Vapb                2.729097e-14  0.4332300 0.825 0.576  1.512384e-09       0
## Mbp                 2.738321e-14  0.3895290 0.877 0.631  1.517495e-09       0
## Ly6a                2.751975e-14  2.7682839 0.172 0.051  1.525062e-09       0
## Arl5b               2.789779e-14  0.5919586 0.739 0.511  1.546012e-09       0
## Uqcrb               2.808372e-14  0.3023590 0.963 0.690  1.556316e-09       0
## Rcan2               2.848880e-14  0.7354900 0.336 0.143  1.578764e-09       0
## Fxyd6               2.877844e-14  0.3874182 0.563 0.292  1.594815e-09       0
## Baiap2l2            2.955329e-14  0.2962585 0.981 0.848  1.637755e-09       0
## Myo10               3.032123e-14  0.3754297 0.918 0.679  1.680312e-09       0
## Chtop               3.231544e-14  0.5243229 0.746 0.506  1.790825e-09       0
## Dusp10              3.250217e-14  0.9947213 0.455 0.246  1.801173e-09       0
## Chad                3.359596e-14  1.6517431 0.194 0.061  1.861787e-09       0
## Ppp2r5e             3.372744e-14  0.4217674 0.933 0.740  1.869074e-09       0
## Cops9               3.425301e-14  0.4339122 0.884 0.596  1.898199e-09       0
## Cdc42se1            3.465497e-14  0.5181312 0.638 0.398  1.920474e-09       0
## Hibadh              3.522430e-14  0.3488077 0.802 0.597  1.952025e-09       0
## Ensa                3.638339e-14  0.6313318 0.698 0.470  2.016258e-09       0
## Pacsin1             3.677784e-14  0.4959851 0.604 0.352  2.038118e-09       0
## Man1c1              3.833555e-14  0.4996227 0.664 0.412  2.124441e-09       0
## Traf3               3.835892e-14  0.4676059 0.802 0.589  2.125736e-09       0
## 2210016L21Rik       3.965973e-14  0.6187636 0.750 0.502  2.197823e-09       0
## Uqcrh               3.972128e-14  0.1744419 0.989 0.768  2.201234e-09       0
## Sf3b2               4.052411e-14  0.4369607 0.963 0.751  2.245725e-09       0
## Papola              4.160851e-14  0.3468522 0.985 0.844  2.305819e-09       0
## Fam187b             4.232361e-14  0.6199918 0.481 0.265  2.345448e-09       0
## Gtf3a               4.348479e-14  0.7798353 0.571 0.345  2.409797e-09       0
## Nup210              4.403944e-14  0.6920886 0.638 0.399  2.440533e-09       0
## Milr1               4.639027e-14  1.2888428 0.254 0.097  2.570810e-09       0
## Borcs7              4.666936e-14  0.6724483 0.612 0.376  2.586276e-09       0
## Trabd2b             4.744826e-14  1.2125445 0.201 0.065  2.629440e-09       0
## Dusp19              4.801325e-14  1.0772636 0.407 0.215  2.660750e-09       0
## Eif2s1              4.806405e-14  0.4855821 0.672 0.425  2.663565e-09       0
## Rpl9                4.974834e-14  0.1125252 1.000 0.741  2.756904e-09       0
## Gm10432             4.976697e-14  1.4985440 0.216 0.075  2.757936e-09       0
## Dusp1               4.990797e-14  0.8800256 0.545 0.312  2.765750e-09       0
## Abracl              5.078251e-14  0.4279941 0.825 0.550  2.814214e-09       0
## Gm4889              5.119281e-14  4.7221643 0.030 0.000  2.836952e-09       0
## Supt3               5.311460e-14  0.8347059 0.563 0.354  2.943452e-09       0
## Rab11fip4           5.337931e-14  0.9358802 0.377 0.179  2.958121e-09       0
## Ttc38               5.465835e-14  0.7201041 0.541 0.314  3.029002e-09       0
## Ankrd40             5.792492e-14  0.5416342 0.720 0.461  3.210026e-09       0
## Chmp2a              5.983077e-14  0.3473016 0.948 0.717  3.315642e-09       0
## Sowahb              6.201711e-14  0.8403397 0.392 0.191  3.436802e-09       0
## Tbce                6.224219e-14  0.4295839 0.787 0.574  3.449275e-09       0
## Slc19a3             6.269574e-14  1.2306198 0.194 0.061  3.474410e-09       0
## Camk2b              6.323496e-14  0.4238225 0.933 0.693  3.504292e-09       0
## Pcgf5               6.484167e-14  0.3899565 0.843 0.594  3.593331e-09       0
## Fuca1               6.553585e-14  0.3463039 0.940 0.713  3.631800e-09       0
## Rps27               6.589580e-14  0.1584790 0.996 0.769  3.651748e-09       0
## Supt4a              6.594506e-14  0.5028718 0.690 0.442  3.654478e-09       0
## Luzp1               6.693875e-14  0.3574640 0.974 0.842  3.709545e-09       0
## Rom1                6.827273e-14  1.3163791 0.299 0.131  3.783470e-09       0
## Zmpste24            6.971994e-14  0.7258189 0.604 0.378  3.863670e-09       0
## Gm47163             7.029558e-14  1.0220234 0.377 0.188  3.895570e-09       0
## Defb37              7.282509e-14  3.2553551 0.093 0.016  4.035748e-09       0
## Osgin1              7.336163e-14  0.5492272 0.500 0.267  4.065481e-09       0
## Cdh26               7.463001e-14  1.3543908 0.157 0.042  4.135771e-09       0
## Irf2bpl             7.675420e-14  0.6778722 0.582 0.353  4.253487e-09       0
## Tmem120b            7.997828e-14  0.8170655 0.377 0.181  4.432157e-09       0
## Sipa1l2             8.415650e-14  0.6452930 0.511 0.283  4.663701e-09       0
## Col18a1             8.648676e-14  1.7713007 0.157 0.044  4.792837e-09       0
## Gm11729             8.853537e-14  4.3383256 0.034 0.001  4.906365e-09       0
## Clic1               9.206385e-14  0.2812856 0.985 0.761  5.101902e-09       0
## Gm45201             9.221381e-14  1.8926270 0.101 0.018  5.110213e-09       0
## Gm31522             9.447023e-14  1.8161936 0.082 0.012  5.235256e-09       0
## Lias                9.447720e-14  0.6350788 0.660 0.445  5.235643e-09       0
## Rpl37a              9.485105e-14  0.2740458 0.996 0.822  5.256361e-09       0
## Tor1b               9.572962e-14  0.6247444 0.616 0.382  5.305048e-09       0
## Ndufb7              9.582763e-14  0.3084998 0.981 0.731  5.310480e-09       0
## Pklr                9.856634e-14  0.2632846 0.825 0.555  5.462251e-09       0
## Gm49417             9.884484e-14  0.6923108 0.396 0.190  5.477684e-09       0
## Gpaa1               9.920770e-14  0.8254681 0.537 0.324  5.497793e-09       0
## Polr2k              1.013497e-13  0.3434553 0.787 0.553  5.616497e-09       0
## U6.430              1.096366e-13  3.5442958 0.049 0.003  6.075731e-09       0
## Plcd3               1.106004e-13  0.9976885 0.213 0.071  6.129142e-09       0
## Gmcl1               1.132981e-13  0.4301187 0.754 0.516  6.278639e-09       0
## Tmem30a             1.143269e-13  0.4318428 0.929 0.695  6.335655e-09       0
## Arpc3               1.149934e-13  0.3815374 0.948 0.693  6.372590e-09       0
## Rangap1             1.156429e-13  0.4886331 0.765 0.518  6.408584e-09       0
## Slc26a1             1.175493e-13  2.1641299 0.075 0.010  6.514231e-09       0
## Slc25a34            1.183024e-13  1.1898879 0.224 0.079  6.555964e-09       0
## Slc35a5             1.192809e-13  0.7028783 0.530 0.300  6.610189e-09       0
## Gabra1              1.199893e-13  2.4578762 0.075 0.010  6.649447e-09       0
## Zfp91               1.258170e-13  0.5326525 0.720 0.479  6.972400e-09       0
## Atp5mpl             1.290595e-13  0.2187436 0.974 0.722  7.152092e-09       0
## Tmem160             1.302392e-13  0.5747174 0.825 0.580  7.217467e-09       0
## Slmap               1.350738e-13  0.3798174 0.933 0.731  7.485382e-09       0
## Zbtb4               1.351868e-13  0.5191683 0.668 0.427  7.491645e-09       0
## B4galt5             1.370770e-13  0.4015226 0.840 0.595  7.596398e-09       0
## Rtn4rl1             1.413763e-13  0.4097166 0.776 0.511  7.834648e-09       0
## Whrn                1.421788e-13  0.3638340 0.709 0.446  7.879124e-09       0
## Arfgef2             1.445843e-13  0.4591259 0.877 0.660  8.012428e-09       0
## Zeb1                1.451199e-13  0.2232172 0.724 0.431  8.042111e-09       0
## Arpc1b              1.459488e-13  0.3734055 0.970 0.732  8.088044e-09       0
## Pdzrn4              1.459678e-13  2.0839196 0.104 0.021  8.089096e-09       0
## Sde2                1.464147e-13  0.7397193 0.616 0.394  8.113862e-09       0
## Osbpl5              1.495603e-13  0.7604832 0.545 0.314  8.288185e-09       0
## Eif3j1              1.534924e-13  0.5232643 0.825 0.567  8.506086e-09       0
## Smagp               1.541486e-13  0.5250607 0.657 0.418  8.542454e-09       0
## Tmem33              1.582336e-13  0.4572698 0.802 0.545  8.768834e-09       0
## Ahsa2               1.624305e-13  0.6589309 0.619 0.410  9.001412e-09       0
## Mrpl27              1.680867e-13  0.6914121 0.634 0.412  9.314861e-09       0
## Prpf8               1.703334e-13  0.5368205 0.769 0.564  9.439364e-09       0
## Tmem86b             1.704760e-13  0.4636529 0.735 0.475  9.447267e-09       0
## Psmc1               1.730025e-13  0.4907691 0.791 0.553  9.587277e-09       0
## Cttnbp2nl           1.842712e-13  0.5908736 0.593 0.371  1.021176e-08       0
## Oard1               1.889383e-13  0.6736460 0.597 0.382  1.047039e-08       0
## Pip4p2              1.908247e-13  0.6355185 0.713 0.497  1.057493e-08       0
## Stk38l              1.942772e-13  0.5384994 0.631 0.389  1.076626e-08       0
## H3c4                2.035603e-13  1.6152190 0.190 0.063  1.128070e-08       0
## Smurf2              2.074132e-13  0.4836193 0.925 0.751  1.149422e-08       0
## Slc25a46            2.125635e-13  0.5757983 0.627 0.407  1.177963e-08       0
## Mrpl33              2.266940e-13  0.4732563 0.843 0.576  1.256270e-08       0
## Cyp2d37-ps          2.314090e-13  1.0813456 0.287 0.118  1.282399e-08       0
## Rbms3               2.319761e-13  0.8335322 0.257 0.099  1.285542e-08       0
## Arid2               2.447047e-13  0.4513367 0.918 0.726  1.356080e-08       0
## Syp                 2.451786e-13  0.4797009 0.821 0.533  1.358706e-08       0
## Bmi1                2.457141e-13  0.9675477 0.466 0.271  1.361674e-08       0
## Cpeb4               2.478592e-13  0.4184120 0.877 0.670  1.373561e-08       0
## Rad23a              2.504814e-13  0.5980204 0.672 0.444  1.388093e-08       0
## Rab5a               2.565200e-13  0.3958978 0.899 0.677  1.421557e-08       0
## Eif3k               2.592628e-13  0.3539616 0.910 0.591  1.436757e-08       0
## Tax1bp3             2.611959e-13  0.6589157 0.560 0.333  1.447470e-08       0
## Mydgf               2.684591e-13  0.5087667 0.843 0.583  1.487720e-08       0
## Ap1s1               2.750548e-13  0.4829858 0.840 0.599  1.524271e-08       0
## Kctd12              2.777670e-13  0.5474496 0.810 0.571  1.539301e-08       0
## Capns1              2.798818e-13  0.4571641 0.914 0.660  1.551021e-08       0
## Ube2l3              3.000130e-13  0.4355315 0.944 0.717  1.662582e-08       0
## Arf3                3.018836e-13  0.4037915 0.903 0.659  1.672948e-08       0
## Psmc3               3.029590e-13  0.4249871 0.784 0.532  1.678908e-08       0
## Mapkapk2            3.149409e-13  0.4409537 0.784 0.556  1.745308e-08       0
## Lamtor2             3.251809e-13  0.3933844 0.892 0.615  1.802055e-08       0
## Tmem30b             3.278972e-13  0.5415281 0.698 0.468  1.817108e-08       0
## Tmem51              3.319701e-13  0.4110125 0.813 0.578  1.839679e-08       0
## Arl8a               3.328757e-13  0.6112457 0.672 0.447  1.844697e-08       0
## Kif21a              3.330285e-13  0.3799759 0.922 0.732  1.845544e-08       0
## Zfp157              3.379732e-13  1.0640230 0.522 0.320  1.872946e-08       0
## Gm37138             3.509034e-13  0.7015274 0.519 0.291  1.944601e-08       0
## Zbtb6               3.601544e-13  0.7552187 0.444 0.247  1.995868e-08       0
## Dscaml1             3.602380e-13  1.0226655 0.205 0.071  1.996331e-08       0
## Lman2               3.688551e-13  0.4140181 0.866 0.620  2.044085e-08       0
## Yipf1               3.753194e-13  0.4593662 0.843 0.610  2.079907e-08       0
## Nbas                3.842131e-13  0.3174354 0.974 0.789  2.129194e-08       0
## Ubr1                3.982770e-13  0.3839267 0.866 0.631  2.207132e-08       0
## Tma7                4.225211e-13  0.3026297 0.993 0.739  2.341485e-08       0
## Dhrs11              4.307317e-13  0.4387307 0.646 0.405  2.386986e-08       0
## Spin1               4.348722e-13  0.4869647 0.776 0.569  2.409931e-08       0
## Ercc6               4.384958e-13  0.5086441 0.612 0.374  2.430012e-08       0
## Ddx6                4.463948e-13  0.3586586 0.985 0.813  2.473786e-08       0
## Tmsb10              4.713220e-13  0.2589821 0.966 0.716  2.611925e-08       0
## Gm5485              4.832579e-13  0.3642255 0.437 0.231  2.678070e-08       0
## Mro                 4.901574e-13  0.8070335 0.269 0.110  2.716305e-08       0
## Tcea1               5.173935e-13  0.4973036 0.825 0.591  2.867239e-08       0
## Junb                5.213811e-13  0.5665892 0.866 0.669  2.889338e-08       0
## Syt16               5.229187e-13  0.8134164 0.187 0.061  2.897858e-08       0
## Cox20               5.254591e-13  0.4603021 0.780 0.513  2.911937e-08       0
## Gm15417             5.444038e-13  0.9972579 0.459 0.269  3.016923e-08       0
## Efhd2               5.459758e-13  0.3795958 0.907 0.668  3.025634e-08       0
## Pqbp1               5.491685e-13  0.6862761 0.530 0.324  3.043327e-08       0
## Lamb3               5.523861e-13  1.0187641 0.369 0.184  3.061158e-08       0
## Gm12171             5.525462e-13  2.5868647 0.060 0.006  3.062045e-08       0
## Csnk1g3             5.535949e-13  0.3637695 0.974 0.795  3.067857e-08       0
## Med23               5.536815e-13  0.4105132 0.604 0.371  3.068337e-08       0
## Tmem198             5.620281e-13  1.1306703 0.220 0.081  3.114591e-08       0
## Adh4                5.642122e-13  1.0066096 0.164 0.049  3.126695e-08       0
## Ssh2                5.658608e-13  0.3079062 0.981 0.894  3.135831e-08       0
## Smim7               5.667953e-13  0.4382248 0.810 0.576  3.141009e-08       0
## Polr2g              5.772261e-13  0.5309267 0.701 0.469  3.198814e-08       0
## H3f3a               5.799694e-13  0.3500063 1.000 0.883  3.214016e-08       0
## Fdps                6.050072e-13  0.7348575 0.649 0.423  3.352768e-08       0
## Skp1                6.113393e-13  0.3701120 0.884 0.659  3.387859e-08       0
## D930028M14Rik       6.439811e-13  0.4038517 0.560 0.300  3.568750e-08       0
## Gm44681             6.512010e-13  1.6850217 0.138 0.036  3.608761e-08       0
## Lancl3              6.942408e-13  0.5214184 0.422 0.207  3.847274e-08       0
## Trim36              6.950665e-13  0.9218126 0.328 0.149  3.851850e-08       0
## Arhgef3             7.034773e-13  0.2187263 0.810 0.508  3.898460e-08       0
## Prph                7.203231e-13  2.7026525 0.078 0.012  3.991815e-08       0
## Fyttd1              7.357778e-13  0.5701141 0.825 0.583  4.077460e-08       0
## Psma7               7.370205e-13  0.3103853 0.970 0.707  4.084346e-08       0
## Zfp608              7.694883e-13  0.5038058 0.854 0.670  4.264273e-08       0
## Tmem158             7.724480e-13  1.2992608 0.205 0.072  4.280675e-08       0
## Slc38a2             7.734113e-13  0.4177462 0.884 0.685  4.286013e-08       0
## Brk1                7.788942e-13  0.4664088 0.884 0.612  4.316398e-08       0
## Rtl1                7.992528e-13  2.7229772 0.049 0.004  4.429219e-08       0
## Retreg3             8.000371e-13  0.4919743 0.743 0.507  4.433565e-08       0
## Unc5a               8.022871e-13  0.8397152 0.433 0.232  4.446035e-08       0
## Chic1               8.203493e-13  0.5440495 0.616 0.398  4.546130e-08       0
## Pfdn6               8.228956e-13  0.3591630 0.828 0.563  4.560240e-08       0
## Mink1               8.316949e-13  0.5580359 0.545 0.326  4.609004e-08       0
## Slc25a44            8.333063e-13  0.4864535 0.649 0.440  4.617934e-08       0
## Rpl19               9.093633e-13  0.1768291 1.000 0.785  5.039418e-08       0
## Kdelr2              9.409559e-13  0.3435293 0.974 0.729  5.214495e-08       0
## Virma               9.726977e-13  0.4718262 0.731 0.528  5.390399e-08       0
## Rnf7                9.864238e-13  0.5934729 0.694 0.455  5.466465e-08       0
## Ndufa6              9.981193e-13  0.3100889 0.985 0.707  5.531278e-08       0
## Gm10371             1.003086e-12  0.9840509 0.198 0.066  5.558801e-08       0
## Psmb10              1.010036e-12  0.2851833 0.881 0.637  5.597319e-08       0
## Ncmap               1.016049e-12  0.4019091 0.396 0.190  5.630637e-08       0
## Arpc5l              1.036425e-12  0.5864775 0.769 0.532  5.743554e-08       0
## Arntl2              1.054277e-12  1.0277596 0.201 0.070  5.842485e-08       0
## Degs2               1.058297e-12  0.4619953 0.937 0.745  5.864766e-08       0
## 2510039O18Rik       1.097230e-12  0.5640198 0.675 0.462  6.080517e-08       0
## Tapbp               1.097295e-12  0.4161012 0.922 0.697  6.080880e-08       0
## S100a14             1.105070e-12  0.8000427 0.403 0.199  6.123966e-08       0
## Glce                1.179602e-12  0.4343914 0.653 0.407  6.537001e-08       0
## Kif1b               1.199239e-12  0.3397475 0.996 0.873  6.645825e-08       0
## Habp4               1.220262e-12  0.5041466 0.444 0.239  6.762325e-08       0
## N4bp2l1             1.245127e-12  0.5796298 0.660 0.447  6.900122e-08       0
## Rpl26               1.278480e-12  0.1664873 0.985 0.712  7.084955e-08       0
## Stxbp2              1.281594e-12  0.3661175 0.802 0.571  7.102212e-08       0
## Ap1g1               1.288060e-12  0.4213361 0.892 0.666  7.138040e-08       0
## Vps28               1.370649e-12  0.5047285 0.799 0.565  7.595725e-08       0
## Cfap47              1.389569e-12  1.4325417 0.213 0.079  7.700576e-08       0
## Smim15              1.397945e-12  0.7812183 0.485 0.289  7.746992e-08       0
## Fam104a             1.420397e-12  0.4644766 0.813 0.595  7.871411e-08       0
## AI413582            1.442185e-12  0.8726549 0.496 0.296  7.992157e-08       0
## Fgd2                1.469672e-12  0.7426115 0.515 0.306  8.144479e-08       0
## Psmc4               1.477660e-12  0.4244199 0.716 0.492  8.188749e-08       0
## Timm29              1.504882e-12  0.9083673 0.437 0.245  8.339603e-08       0
## Gpatch1             1.514181e-12  0.6457040 0.582 0.367  8.391134e-08       0
## Nus1                1.520035e-12  0.4876075 0.754 0.536  8.423580e-08       0
## Ppic                1.520696e-12  0.6128063 0.526 0.310  8.427241e-08       0
## Spred2              1.528090e-12  0.3287339 0.877 0.665  8.468215e-08       0
## Strn4               1.542273e-12  0.6760349 0.619 0.406  8.546812e-08       0
## Glrx2               1.596599e-12  0.5915790 0.664 0.427  8.847875e-08       0
## Scrn3               1.620962e-12  0.8486635 0.407 0.213  8.982887e-08       0
## Chrnb2              1.646916e-12  1.2790139 0.261 0.108  9.126713e-08       0
## Tamalin             1.726425e-12  1.6510580 0.179 0.059  9.567332e-08       0
## Ttc39a              1.741499e-12  0.4696723 0.646 0.406  9.650865e-08       0
## Mbd3                1.786580e-12  0.5816594 0.616 0.383  9.900688e-08       0
## Gm37569             1.805481e-12  1.1959139 0.280 0.123  1.000544e-07       0
## Yipf4               1.805734e-12  0.4672995 0.825 0.588  1.000684e-07       0
## Adamts13            1.823353e-12  2.0263317 0.093 0.018  1.010448e-07       0
## Idi1                1.835777e-12  1.0053006 0.511 0.316  1.017333e-07       0
## Cep290              1.874615e-12  0.8351925 0.541 0.348  1.038855e-07       0
## Mup-ps23            1.946461e-12  2.9697209 0.067 0.009  1.078670e-07       0
## 3930402G23Rik       1.981588e-12  1.6411845 0.138 0.038  1.098136e-07       0
## Lrrc75a             2.045273e-12  0.4222027 0.657 0.434  1.133429e-07       0
## Chmp4b              2.054285e-12  0.2798771 0.955 0.767  1.138423e-07       0
## Ap2m1               2.068422e-12  0.3701022 0.873 0.618  1.146257e-07       0
## Mrps14              2.164119e-12  0.3668212 0.664 0.424  1.199290e-07       0
## Csgalnact1          2.213511e-12  0.5042754 0.187 0.061  1.226661e-07       0
## Mier3               2.216398e-12  0.5273865 0.623 0.403  1.228261e-07       0
## Sigirr              2.229090e-12  0.5503398 0.541 0.330  1.235295e-07       0
## Tfe3                2.243259e-12  0.6530961 0.593 0.389  1.243147e-07       0
## Eif4e3              2.262996e-12  0.6010126 0.616 0.394  1.254085e-07       0
## Rer1                2.294514e-12  0.4267857 0.806 0.575  1.271551e-07       0
## Gm49336             2.302105e-12  0.7200951 0.451 0.267  1.275758e-07       0
## Gadd45b             2.318560e-12  0.7286613 0.597 0.369  1.284876e-07       0
## Arhgap42            2.321372e-12  0.3162758 0.716 0.457  1.286435e-07       0
## Gfus                2.327890e-12  0.5294521 0.687 0.463  1.290047e-07       0
## Park7               2.470420e-12  0.2201527 0.884 0.606  1.369033e-07       0
## Dync1i2             2.549970e-12  0.3056290 0.978 0.828  1.413117e-07       0
## Khdrbs1             2.698125e-12  0.4130417 0.903 0.685  1.495220e-07       0
## Laptm4b             2.713331e-12  0.4299923 0.817 0.604  1.503647e-07       0
## Cdc37               2.796022e-12  0.4037745 0.828 0.581  1.549472e-07       0
## Tdg                 2.820640e-12  0.5915787 0.601 0.395  1.563114e-07       0
## Bnip3l              2.830545e-12  0.5317988 0.806 0.582  1.568603e-07       0
## Zfp110              2.850567e-12  0.5974700 0.593 0.389  1.579698e-07       0
## Tuba4a              3.026793e-12  0.5788553 0.660 0.421  1.677358e-07       0
## Rims2               3.048879e-12  0.3103069 0.989 0.823  1.689597e-07       0
## H4c9                3.091405e-12  1.0019280 0.332 0.163  1.713164e-07       0
## Defb40              3.137201e-12  4.3613992 0.030 0.001  1.738543e-07       0
## Ppfibp1             3.205314e-12  0.1621962 0.910 0.647  1.776289e-07       0
## Emc4                3.207952e-12  0.7998171 0.537 0.343  1.777751e-07       0
## Tceal8              3.239250e-12  0.9336297 0.384 0.195  1.795095e-07       0
## Tmed2               3.247489e-12  0.4091923 0.925 0.678  1.799661e-07       0
## Lrp10               3.308106e-12  0.4435713 0.840 0.604  1.833253e-07       0
## Psmc5               3.330263e-12  0.3026773 0.847 0.585  1.845532e-07       0
## Pigt                3.417051e-12  0.6780992 0.657 0.452  1.893627e-07       0
## Pnp2                3.426790e-12  0.3088395 0.586 0.353  1.899024e-07       0
## Ppp1r16a            3.438351e-12  0.3581566 0.657 0.429  1.905431e-07       0
## Slc16a3             3.439604e-12  0.8018922 0.328 0.150  1.906126e-07       0
## Gm43111             3.541232e-12  1.1700318 0.179 0.058  1.962444e-07       0
## Shc4                3.653581e-12  1.0620823 0.280 0.123  2.024705e-07       0
## Gnb2                3.688768e-12  0.3451528 0.974 0.764  2.044205e-07       0
## Atp8a2              3.692268e-12  0.1897575 0.933 0.690  2.046144e-07       0
## Wbp2                3.764165e-12  0.4483091 0.813 0.578  2.085987e-07       0
## mt-Tc               3.876453e-12  0.6978289 0.306 0.142  2.148214e-07       0
## Trappc1             3.923685e-12  0.5905239 0.590 0.373  2.174389e-07       0
## Trim28              4.136194e-12  0.4008474 0.660 0.423  2.292154e-07       0
## Ubald1              4.173526e-12  0.7737745 0.500 0.307  2.312843e-07       0
## Zfp664              4.295452e-12  0.4186117 0.828 0.608  2.380411e-07       0
## Mrpl21              4.318610e-12  0.4696070 0.716 0.475  2.393244e-07       0
## Jagn1               4.324223e-12  0.5873082 0.575 0.369  2.396355e-07       0
## Txndc9              4.403956e-12  0.5169988 0.698 0.476  2.440541e-07       0
## Pah                 4.443795e-12  3.5264361 0.049 0.004  2.462618e-07       0
## Znrf4               4.581046e-12  3.5971493 0.049 0.004  2.538678e-07       0
## Cyp2u1              4.649911e-12  0.7486456 0.470 0.278  2.576841e-07       0
## Eif2s3x             4.812664e-12  0.5556627 0.675 0.454  2.667034e-07       0
## Fau                 4.848575e-12  0.1493517 1.000 0.845  2.686935e-07       0
## Cntln               5.009706e-12  1.3689984 0.127 0.033  2.776229e-07       0
## Ddhd2               5.013551e-12  0.3911060 0.907 0.706  2.778360e-07       0
## Pde6d               5.130322e-12  0.5090109 0.634 0.406  2.843071e-07       0
## Lmo1                5.196388e-12  2.1910447 0.086 0.016  2.879682e-07       0
## Fam120a             5.227320e-12  0.2703577 0.985 0.844  2.896824e-07       0
## C2cd4c              5.250015e-12  1.1318862 0.321 0.155  2.909401e-07       0
## Cox7c               5.261608e-12  0.1389923 0.993 0.783  2.915826e-07       0
## Mcmbp               5.297587e-12  0.4634657 0.750 0.517  2.935764e-07       0
## Sgta                5.380286e-12  0.4481379 0.750 0.525  2.981593e-07       0
## Kdm4c               5.387150e-12  0.3915752 0.877 0.651  2.985397e-07       0
## Rpl10               5.390158e-12  0.2710825 0.989 0.742  2.987064e-07       0
## Srpk1               5.445219e-12  0.3952143 0.903 0.713  3.017577e-07       0
## Gabbr1              5.621267e-12  0.4578037 0.601 0.392  3.115138e-07       0
## Pigq                5.634693e-12  0.5249786 0.470 0.276  3.122578e-07       0
## Umad1               5.693751e-12  0.6553320 0.466 0.271  3.155306e-07       0
## Hr                  5.738513e-12  0.6975335 0.280 0.121  3.180112e-07       0
## Ppm1k               5.937855e-12  0.7880477 0.414 0.230  3.290581e-07       0
## Disp2               6.026390e-12  0.3436926 0.851 0.614  3.339644e-07       0
## Cacna1d             6.146011e-12  0.2733683 0.881 0.631  3.405935e-07       0
## Atp9a               6.258245e-12  0.3196959 0.951 0.769  3.468132e-07       0
## Psen2               6.525117e-12  0.7216488 0.545 0.347  3.616024e-07       0
## Zfp710              6.574952e-12  0.3121780 0.772 0.532  3.643641e-07       0
## Gm31333             6.728703e-12  2.2526478 0.075 0.012  3.728845e-07       0
## Neurl3              6.792219e-12  0.4582861 0.851 0.650  3.764044e-07       0
## Plrg1               6.986717e-12  0.9272584 0.384 0.208  3.871829e-07       0
## Slit2               7.013696e-12  1.0516065 0.246 0.100  3.886780e-07       0
## Sec23ip             7.174215e-12  0.6346503 0.612 0.404  3.975735e-07       0
## Sorbs1              7.312585e-12  0.2983345 0.970 0.829  4.052415e-07       0
## Pex7                7.314990e-12  0.4552776 0.683 0.470  4.053748e-07       0
## Fmr1                7.330988e-12  0.4651540 0.858 0.653  4.062614e-07       0
## Sema4a              7.475121e-12  0.4503864 0.877 0.655  4.142488e-07       0
## Med13               7.619408e-12  0.3264185 0.963 0.813  4.222448e-07       0
## Metap1              7.657138e-12  0.5181442 0.672 0.444  4.243356e-07       0
## Fam222b             7.678706e-12  0.3135618 0.858 0.609  4.255308e-07       0
## Pak1                7.840768e-12  0.3276360 0.847 0.623  4.345118e-07       0
## Gm53009             7.904330e-12  2.6835969 0.056 0.006  4.380342e-07       0
## Myrfl               8.104406e-12  0.3125252 0.959 0.771  4.491219e-07       0
## Trim16              8.203477e-12  0.7722869 0.302 0.135  4.546121e-07       0
## Ndufb2              8.590806e-12  0.2905728 0.944 0.646  4.760767e-07       0
## Hdac2               8.615846e-12  0.5925690 0.649 0.431  4.774644e-07       0
## Cacfd1              8.798271e-12  0.4969276 0.649 0.429  4.875738e-07       0
## Arpc5               8.972229e-12  0.2911578 0.970 0.774  4.972140e-07       0
## Arhgef6             9.275943e-12  1.0339801 0.131 0.035  5.140450e-07       0
## Tekt4               9.313476e-12  1.4916545 0.216 0.086  5.161249e-07       0
## Lsm1                9.438150e-12  0.4767343 0.701 0.475  5.230339e-07       0
## Pithd1              9.828731e-12  0.6113544 0.556 0.351  5.446788e-07       0
## Sstr5               1.006572e-11  0.5184331 0.526 0.302  5.578118e-07       0
## Kdm2a               1.024312e-11  0.3188634 0.978 0.823  5.676432e-07       0
## Trpm5               1.043299e-11  0.1875935 0.108 0.025  5.781650e-07       0
## Map3k15             1.049073e-11  0.6219370 0.541 0.322  5.813647e-07       0
## Atp11a              1.056119e-11  0.4563892 0.560 0.347  5.852695e-07       0
## Slc18b1             1.072832e-11  0.5833857 0.604 0.399  5.945311e-07       0
## Gimap1              1.083515e-11  0.5533872 0.619 0.390  6.004515e-07       0
## Nrxn2               1.086343e-11  0.9223024 0.246 0.098  6.020187e-07       0
## Zfhx2               1.088293e-11  0.3998876 0.668 0.427  6.030995e-07       0
## Frmd4a              1.102232e-11  0.3311806 0.765 0.526  6.108237e-07       0
## Golga7              1.127318e-11  0.5571369 0.604 0.391  6.247258e-07       0
## Psmb7               1.136335e-11  0.4252148 0.810 0.564  6.297226e-07       0
## Abcc4               1.138091e-11  0.4003165 0.549 0.320  6.306957e-07       0
## Nol3                1.147902e-11  1.6371136 0.160 0.052  6.361327e-07       0
## Crot                1.180040e-11  0.4579903 0.649 0.452  6.539429e-07       0
## Bola2               1.210744e-11  0.4461415 0.728 0.472  6.709583e-07       0
## Dars                1.214285e-11  0.6298697 0.634 0.421  6.729201e-07       0
## Nedd8               1.275189e-11  0.2486626 0.914 0.662  7.066717e-07       0
## Stum                1.349559e-11  1.1057586 0.190 0.067  7.478854e-07       0
## Ube2d3              1.404364e-11  0.3137350 0.989 0.828  7.782566e-07       0
## 1700112J16Rik       1.409407e-11  1.3082029 0.205 0.077  7.810510e-07       0
## Sp3                 1.440997e-11  0.4070056 0.877 0.659  7.985575e-07       0
## Cdx1                1.485770e-11  0.3132913 0.769 0.520  8.233693e-07       0
## Mipol1              1.488478e-11  0.7296916 0.549 0.339  8.248699e-07       0
## Clmn                1.507751e-11  0.1677827 0.619 0.367  8.355506e-07       0
## Smarcad1            1.548286e-11  0.4347761 0.739 0.517  8.580134e-07       0
## Tbl3                1.558530e-11  0.6834181 0.407 0.226  8.636904e-07       0
## Dusp4               1.585289e-11  0.6142806 0.444 0.242  8.785198e-07       0
## Seh1l               1.633619e-11  0.4339148 0.541 0.346  9.053024e-07       0
## Aars                1.639800e-11  0.6074891 0.556 0.357  9.087277e-07       0
## Atg12               1.649368e-11  0.5333186 0.672 0.452  9.140300e-07       0
## Ralgds              1.660844e-11  0.4294570 0.739 0.530  9.203898e-07       0
## Hyou1               1.699133e-11  0.3659640 0.728 0.502  9.416085e-07       0
## Tm4sf4              1.703883e-11  0.2917842 1.000 0.886  9.442406e-07       0
## Mrpl30              1.743512e-11  0.3605496 0.743 0.483  9.662021e-07       0
## Ahi1                1.790846e-11  0.4848842 0.675 0.461  9.924331e-07       0
## Gm36172             1.816042e-11  2.6414431 0.063 0.009  1.006396e-06       0
## Srebf2              1.841119e-11  0.3489935 0.892 0.667  1.020293e-06       0
## Rap1b               1.849817e-11  0.3660915 0.985 0.857  1.025113e-06       0
## Tshr                1.869162e-11  2.8874161 0.075 0.013  1.035833e-06       0
## Gm26684             1.925133e-11  3.2501059 0.037 0.002  1.066851e-06       0
## Gmeb1               1.931018e-11  0.6162768 0.604 0.389  1.070112e-06       0
## Gpa33               1.937722e-11  0.2830865 0.974 0.814  1.073827e-06       0
## Jpt1                1.959844e-11  0.3018411 0.951 0.714  1.086086e-06       0
## Psmd13              1.978317e-11  0.4255802 0.843 0.576  1.096324e-06       0
## Farp1               2.031383e-11  0.3298005 0.955 0.800  1.125732e-06       0
## Gstp1               2.079465e-11  0.4763201 0.493 0.290  1.152377e-06       0
## Ppp1ca              2.122142e-11  0.3638012 0.925 0.685  1.176027e-06       0
## Dapk2               2.180439e-11  0.3939922 0.582 0.362  1.208334e-06       0
## Sp1                 2.186362e-11  0.4356710 0.746 0.515  1.211616e-06       0
## Bag6                2.201745e-11  0.4719215 0.757 0.554  1.220141e-06       0
## Tshz1               2.238901e-11  0.4696699 0.825 0.604  1.240732e-06       0
## Sdccag8             2.268243e-11  0.3259560 0.948 0.751  1.256992e-06       0
## Psmd4               2.303826e-11  0.3488714 0.910 0.694  1.276711e-06       0
## Zfp503              2.328548e-11  1.0622935 0.399 0.222  1.290411e-06       0
## Tubal3              2.385592e-11  0.2886893 0.493 0.267  1.322023e-06       0
## Setbp1              2.405614e-11  0.3605084 0.951 0.738  1.333119e-06       0
## Dynlrb1             2.441415e-11  0.3885084 0.869 0.596  1.352959e-06       0
## Gm37672             2.540652e-11  2.0289614 0.075 0.013  1.407953e-06       0
## Gm31718             2.632582e-11  0.8335341 0.332 0.165  1.458898e-06       0
## Commd9              2.670430e-11  0.8079770 0.496 0.321  1.479872e-06       0
## Rnft2               2.695645e-11  0.8068414 0.198 0.072  1.493846e-06       0
## Actr2               2.696781e-11  0.3044712 0.910 0.738  1.494475e-06       0
## Ikzf4               2.698401e-11  0.6444784 0.425 0.233  1.495373e-06       0
## Sdhc                2.718086e-11  0.2541218 0.832 0.600  1.506282e-06       0
## Ddc                 2.739088e-11  0.2263320 1.000 0.861  1.517920e-06       0
## Maco1               2.777390e-11  0.4014975 0.843 0.644  1.539146e-06       0
## Dhx15               2.785147e-11  0.3894265 0.877 0.659  1.543445e-06       0
## Atf5                2.799724e-11  1.1561940 0.306 0.150  1.551523e-06       0
## Sec62               2.869790e-11  0.3582562 0.989 0.747  1.590352e-06       0
## Pdap1               3.017423e-11  0.2966423 0.974 0.750  1.672165e-06       0
## Galnt4              3.041155e-11  0.4420137 0.728 0.481  1.685317e-06       0
## Ndufb6              3.116655e-11  0.2663073 0.810 0.517  1.727156e-06       0
## Lrrc8b              3.120670e-11  0.2486740 0.851 0.626  1.729382e-06       0
## Papss1              3.332068e-11  0.2926217 0.951 0.754  1.846532e-06       0
## Zfp281              3.473949e-11  0.7587819 0.377 0.199  1.925158e-06       0
## Hccs                3.560609e-11  0.7989471 0.448 0.270  1.973183e-06       0
## Sar1a               3.578222e-11  0.4431754 0.750 0.518  1.982943e-06       0
## Gadd45gip1          3.660756e-11  0.6051983 0.627 0.432  2.028681e-06       0
## mt-Tv               3.687074e-11  0.6714676 0.306 0.145  2.043266e-06       0
## Zfp131              3.728326e-11  0.5679219 0.612 0.402  2.066127e-06       0
## H2ac6               3.777864e-11  0.9987923 0.250 0.108  2.093579e-06       0
## Cuedc2              3.842099e-11  0.6811813 0.578 0.392  2.129176e-06       0
## Poldip3             3.872352e-11  0.3700747 0.776 0.546  2.145941e-06       0
## 2310011J03Rik       3.917718e-11  0.5479601 0.604 0.390  2.171082e-06       0
## Cacybp              3.964297e-11  0.4331097 0.765 0.530  2.196894e-06       0
## Eif3g               4.001374e-11  0.5958176 0.638 0.429  2.217442e-06       0
## Gm49335             4.022740e-11  2.5530844 0.067 0.011  2.229282e-06       0
## Gabrd               4.023989e-11  1.3473706 0.190 0.071  2.229974e-06       0
## Dohh                4.036481e-11  0.4517483 0.560 0.368  2.236897e-06       0
## Eif4ebp2            4.066840e-11  0.4315608 0.799 0.582  2.253721e-06       0
## Pros1               4.069693e-11  0.4104527 0.493 0.271  2.255302e-06       0
## Atf6b               4.075344e-11  0.9829994 0.410 0.236  2.258433e-06       0
## Rbfox2              4.144394e-11  0.2868314 0.966 0.796  2.296699e-06       0
## Slc37a1             4.231589e-11  0.3438578 0.903 0.709  2.345020e-06       0
## Tmem219             4.241991e-11  0.4116875 0.832 0.633  2.350784e-06       0
## Klhl2               4.316252e-11  0.4532546 0.765 0.562  2.391937e-06       0
## Rnf146              4.342395e-11  0.4423191 0.616 0.400  2.406425e-06       0
## Ankmy2              4.351787e-11  0.4719243 0.604 0.407  2.411630e-06       0
## Hsf2                4.399337e-11  0.3450017 0.601 0.378  2.437981e-06       0
## 4930453N24Rik       4.406336e-11  0.8592006 0.455 0.275  2.441859e-06       0
## 1190005I06Rik       4.439594e-11  1.5500788 0.164 0.057  2.460290e-06       0
## Tm2d1               4.491950e-11  0.4724419 0.761 0.549  2.489304e-06       0
## Fam20a              4.530082e-11  0.6583223 0.504 0.300  2.510435e-06       0
## Ccng2               4.574239e-11  0.3465776 0.590 0.378  2.534906e-06       0
## Chordc1             4.580188e-11  0.5232392 0.769 0.566  2.538203e-06       0
## Psat1               4.643991e-11  0.7010554 0.220 0.087  2.573561e-06       0
## Dbnl                4.654136e-11  0.4366262 0.765 0.538  2.579183e-06       0
## Mpv17l2             4.714669e-11  0.9163254 0.399 0.234  2.612728e-06       0
## Rhpn2               4.899438e-11  0.6026555 0.899 0.714  2.715121e-06       0
## Gba                 4.901315e-11  0.7512902 0.407 0.229  2.716162e-06       0
## Mrpl20              4.952353e-11  0.3403644 0.784 0.538  2.744446e-06       0
## Phf6                5.022832e-11  0.6969338 0.481 0.294  2.783503e-06       0
## Kctd20              5.035640e-11  0.4740233 0.590 0.395  2.790601e-06       0
## 6430548M08Rik       5.123231e-11  1.0195302 0.220 0.090  2.839141e-06       0
## Zfp810              5.271489e-11  0.7861350 0.384 0.212  2.921301e-06       0
## Nhsl1               5.348179e-11  0.2727870 0.851 0.645  2.963800e-06       0
## Snrnp27             5.435919e-11  0.4651660 0.776 0.558  3.012423e-06       0
## Ctnnbip1            5.442535e-11  0.4955218 0.750 0.537  3.016089e-06       0
## Megf9               5.779233e-11  0.4994103 0.709 0.539  3.202677e-06       0
## Barx2               5.857126e-11  0.3834365 0.474 0.259  3.245844e-06       0
## Slc35e1             5.857891e-11  0.4367395 0.556 0.346  3.246267e-06       0
## Dynlt3              5.866805e-11  0.4914139 0.731 0.487  3.251207e-06       0
## Nrg3                6.060226e-11  2.0032960 0.127 0.037  3.358395e-06       0
## Ppp4r3b             6.105062e-11  0.3244098 0.914 0.732  3.383242e-06       0
## Gm37443             6.113237e-11  1.7548385 0.116 0.031  3.387773e-06       0
## Selenof             6.128064e-11  0.3052062 0.933 0.636  3.395989e-06       0
## Hdlbp               6.276395e-11  0.2700525 0.989 0.840  3.478190e-06       0
## Acta1               6.276930e-11  0.3711956 0.306 0.138  3.478486e-06       0
## Cerkl               6.303971e-11  0.2007074 0.985 0.736  3.493471e-06       0
## Tmem130             6.346776e-11  1.0223110 0.261 0.115  3.517193e-06       0
## Ciao2a              6.397999e-11  0.3461627 0.683 0.461  3.545579e-06       0
## Ndufa1              6.567771e-11  0.2882127 0.978 0.697  3.639661e-06       0
## Wnt9b               6.601526e-11  2.0066996 0.078 0.015  3.658367e-06       0
## Dnajb11             6.666870e-11  0.4794455 0.772 0.539  3.694579e-06       0
## Gm12320             6.831037e-11  1.6018812 0.157 0.053  3.785556e-06       0
## Krtcap2             6.944812e-11  0.2728063 0.858 0.577  3.848607e-06       0
## Wdr7                7.076903e-11  0.3225722 0.899 0.697  3.921808e-06       0
## Ppp3r1              7.180064e-11  0.3802030 0.690 0.478  3.978976e-06       0
## Cry2                7.184847e-11  0.4552697 0.720 0.501  3.981626e-06       0
## Gm10134             7.205490e-11  2.4046006 0.093 0.021  3.993067e-06       0
## Cxxc1               7.216439e-11  0.7992850 0.496 0.332  3.999134e-06       0
## Gm4356              7.255669e-11  1.0555219 0.239 0.102  4.020874e-06       0
## Borcs5              7.293598e-11  0.5087352 0.649 0.450  4.041893e-06       0
## Slc6a12             7.380760e-11  2.1440053 0.112 0.030  4.090196e-06       0
## Unk                 7.466530e-11  0.3684669 0.556 0.344  4.137727e-06       0
## Polr2m              7.475186e-11  0.4981469 0.754 0.559  4.142524e-06       0
## Nat8f5              7.601730e-11  0.6701933 0.187 0.067  4.212651e-06       0
## Ddrgk1              7.610584e-11  0.4212645 0.810 0.574  4.217558e-06       0
## Ergic1              7.718980e-11  0.5129948 0.601 0.387  4.277627e-06       0
## Arhgap5             7.752050e-11  0.2665558 0.993 0.899  4.295954e-06       0
## Gm21798             7.791993e-11  0.8303117 0.138 0.041  4.318089e-06       0
## Atp6v0e2            7.861216e-11  0.6740069 0.563 0.371  4.356450e-06       0
## Slc3a1              7.875219e-11  0.2962643 0.847 0.590  4.364210e-06       0
## Serpinb3c           8.249178e-11  3.9072193 0.030 0.001  4.571447e-06       0
## Pdcd5               8.318121e-11  0.3975789 0.784 0.541  4.609653e-06       0
## Csnk2a1             8.331798e-11  0.4322407 0.832 0.643  4.617233e-06       0
## Dkk3                8.474241e-11  1.6992848 0.071 0.012  4.696170e-06       0
## Penk                8.603775e-11  4.1851840 0.045 0.004  4.767954e-06       0
## Akirin1             8.898272e-11  0.4361548 0.746 0.534  4.931155e-06       0
## Atrnl1              8.975737e-11  0.2310915 0.989 0.872  4.974084e-06       0
## Plscr1              9.324174e-11  0.3327943 0.739 0.521  5.167178e-06       0
## Gadd45g             9.406493e-11  0.6337970 0.634 0.419  5.212796e-06       0
## Srp68               9.428530e-11  0.5529042 0.649 0.469  5.225008e-06       0
## Gm32540             9.538225e-11  1.5302479 0.149 0.048  5.285798e-06       0
## Ccni                9.543165e-11  0.3219671 0.881 0.685  5.288536e-06       0
## Prrc2b              9.553486e-11  0.3126171 0.873 0.658  5.294256e-06       0
## Mrpl58              9.857031e-11  0.5095487 0.601 0.396  5.462471e-06       0
## Smim10l1            1.007786e-10  0.3639635 0.769 0.544  5.584847e-06       0
## Gm38177             1.055237e-10  1.4627451 0.134 0.040  5.847804e-06       0
## Gm18857             1.063024e-10  1.8915056 0.108 0.028  5.890961e-06       0
## Tle6                1.102823e-10  0.6102009 0.466 0.283  6.111516e-06       0
## Otud3               1.106082e-10  0.6240730 0.470 0.281  6.129575e-06       0
## Dagla               1.108943e-10  0.4671223 0.522 0.313  6.145432e-06       0
## Zfp236              1.122253e-10  0.4145464 0.720 0.527  6.219191e-06       0
## Hspa9               1.155868e-10  0.2213002 0.795 0.551  6.405474e-06       0
## Prorp               1.186122e-10  0.5119642 0.608 0.397  6.573133e-06       0
## Ppp2r2d             1.203303e-10  0.4420292 0.791 0.564  6.668347e-06       0
## Abcf1               1.221950e-10  0.3320304 0.918 0.713  6.771678e-06       0
## Purb                1.230629e-10  0.3151398 0.970 0.787  6.819775e-06       0
## Ube2e3              1.242191e-10  0.4603054 0.821 0.606  6.883848e-06       0
## Kcnv2               1.257761e-10  1.4213864 0.108 0.027  6.970135e-06       0
## Sh2d5               1.280931e-10  1.3422380 0.220 0.091  7.098534e-06       0
## Nlgn2               1.298282e-10  0.2944944 0.403 0.211  7.194689e-06       0
## Cyb5r3              1.341214e-10  0.2594385 0.970 0.769  7.432608e-06       0
## Psen1               1.346460e-10  0.3222072 0.877 0.650  7.461678e-06       0
## Rras                1.352047e-10  1.0250827 0.410 0.245  7.492638e-06       0
## Ralgapa2            1.354004e-10  0.2641531 0.981 0.856  7.503482e-06       0
## Fkbp8               1.372039e-10  0.3595577 0.914 0.688  7.603431e-06       0
## Bbx                 1.372476e-10  0.3379562 0.843 0.622  7.605851e-06       0
## Vti1b               1.373477e-10  0.3436379 0.817 0.610  7.611399e-06       0
## Mrgpre              1.377110e-10  0.9069254 0.269 0.128  7.631529e-06       0
## Rras2               1.378906e-10  0.3788967 0.757 0.557  7.641483e-06       0
## Rasd1               1.381427e-10  0.9476027 0.399 0.223  7.655454e-06       0
## Arhgdia             1.421198e-10  0.2621734 0.985 0.778  7.875850e-06       0
## Nectin3             1.469188e-10  0.3984500 0.784 0.559  8.141800e-06       0
## Azi2                1.490680e-10  0.4196715 0.828 0.650  8.260903e-06       0
## Tbcb                1.497730e-10  0.4635432 0.840 0.582  8.299970e-06       0
## Gm38042             1.528253e-10  0.9108550 0.239 0.102  8.469120e-06       0
## Pak3                1.538623e-10  0.6674767 0.302 0.145  8.526586e-06       0
## Hsp90b1             1.553258e-10  0.3292921 0.996 0.864  8.607692e-06       0
## Farsb               1.593649e-10  0.6517025 0.586 0.392  8.831526e-06       0
## St7l                1.611404e-10  0.5108509 0.739 0.546  8.929919e-06       0
## Tvp23b              1.616128e-10  0.4085276 0.746 0.508  8.956095e-06       0
## Gm12298             1.648226e-10  1.8373370 0.097 0.023  9.133974e-06       0
## Psmd3               1.649176e-10  0.3946484 0.679 0.434  9.139240e-06       0
## Heatr3              1.650401e-10  0.6865768 0.489 0.310  9.146025e-06       0
## Rhbdd2              1.665971e-10  0.8626445 0.429 0.256  9.232313e-06       0
## Smyd3               1.672499e-10  0.1249645 0.884 0.678  9.268489e-06       0
## Sucla2              1.672557e-10  0.3237573 0.862 0.639  9.268809e-06       0
## Rere                1.673483e-10  0.1886062 0.996 0.917  9.273941e-06       0
## Ctdnep1             1.726790e-10  0.6154547 0.627 0.425  9.569351e-06       0
## Hs6st1              1.743153e-10  0.4472373 0.675 0.476  9.660029e-06       0
## Pou2f2              1.749406e-10  0.9563425 0.108 0.028  9.694685e-06       0
## Ndufs8              1.752593e-10  0.3086151 0.776 0.545  9.712346e-06       0
## Tmed7               1.812555e-10  0.3590132 0.881 0.628  1.004464e-05       0
## Ppp3cb              1.819358e-10  0.4720432 0.784 0.566  1.008234e-05       0
## Gm9917              1.826670e-10  1.5379867 0.179 0.067  1.012285e-05       0
## Actg1               1.860583e-10  0.2756485 0.996 0.887  1.031080e-05       0
## Babam1              1.937828e-10  0.4533177 0.683 0.476  1.073886e-05       0
## Slc36a1             1.958393e-10  0.3281192 0.769 0.548  1.085283e-05       0
## 2900026A02Rik       1.965791e-10  0.1703147 0.951 0.807  1.089382e-05       0
## Bcas3os1            1.979974e-10  1.7091356 0.131 0.040  1.097242e-05       0
## Ammecr1l            1.999467e-10  0.3847741 0.690 0.507  1.108045e-05       0
## Nr3c1               2.050314e-10  0.5622455 0.862 0.746  1.136222e-05       0
## Gm43623             2.071330e-10  1.8338060 0.108 0.028  1.147869e-05       0
## Hnrnpdl             2.111659e-10  0.2959301 0.825 0.623  1.170218e-05       0
## Med22               2.141111e-10  0.8738417 0.373 0.209  1.186539e-05       0
## Gstp-ps             2.146701e-10  0.6927289 0.347 0.185  1.189637e-05       0
## Myadm               2.149560e-10  0.6924443 0.429 0.249  1.191222e-05       0
## Arfgap2             2.153146e-10  0.3885600 0.646 0.448  1.193209e-05       0
## Mettl7b             2.216969e-10  0.6584170 0.231 0.098  1.228578e-05       0
## Plekhg3             2.249651e-10  0.3660423 0.765 0.529  1.246689e-05       0
## 2010003K11Rik       2.263268e-10  0.1229210 0.418 0.213  1.254235e-05       0
## Gm50105             2.279265e-10  0.8284226 0.276 0.129  1.263100e-05       0
## Slc66a1             2.320791e-10  0.6988254 0.373 0.207  1.286113e-05       0
## Cuedc1              2.350702e-10  0.3723169 0.813 0.588  1.302689e-05       0
## Hsf4                2.374463e-10  1.5210652 0.116 0.032  1.315856e-05       0
## Rnf138              2.391404e-10  0.3750931 0.716 0.513  1.325244e-05       0
## Arhgap1             2.442980e-10  0.5548644 0.694 0.488  1.353826e-05       0
## Plaa                2.484373e-10  0.5157754 0.664 0.455  1.376765e-05       0
## Ass1                2.497780e-10  0.3808110 0.396 0.217  1.384195e-05       0
## Elf3                2.510373e-10  0.3501065 0.929 0.714  1.391173e-05       0
## Cbfa2t2             2.575189e-10  0.3639701 0.847 0.654  1.427093e-05       0
## Tmprss7             2.611439e-10  0.3957142 0.410 0.224  1.447181e-05       0
## Ndufs4              2.642756e-10  0.3653885 0.966 0.762  1.464536e-05       0
## Atp8b4              2.698162e-10  2.7076112 0.101 0.026  1.495240e-05       0
## Psmd8               2.705165e-10  0.4521489 0.821 0.568  1.499121e-05       0
## Metap2              2.708167e-10  0.3295157 0.948 0.730  1.500785e-05       0
## Smndc1              2.735876e-10  0.4435218 0.634 0.434  1.516140e-05       0
## Tmem123             2.770169e-10  0.8070475 0.373 0.208  1.535145e-05       0
## Ndufs5              2.783823e-10  0.2508086 0.817 0.555  1.542711e-05       0
## Srsf9               2.825038e-10  0.4409226 0.668 0.453  1.565551e-05       0
## Gm37490             2.830883e-10  1.0368506 0.250 0.114  1.568790e-05       0
## Rpl13a              2.843042e-10  0.2247679 0.698 0.462  1.575529e-05       0
## Pak4                2.872866e-10  0.6669606 0.481 0.317  1.592056e-05       0
## Bpnt2               2.889818e-10  0.5216796 0.694 0.516  1.601451e-05       0
## Psmg4               2.956805e-10  0.5094552 0.507 0.325  1.638573e-05       0
## Zranb1              2.968716e-10  0.3425867 0.881 0.684  1.645173e-05       0
## Gm379               2.974184e-10  0.3202702 0.235 0.096  1.648203e-05       0
## Slc26a2             2.994713e-10  0.1729036 0.959 0.789  1.659580e-05       0
## Dnajc5              3.019345e-10  0.3558924 0.866 0.679  1.673231e-05       0
## Slc43a1             3.201278e-10  1.7129578 0.097 0.024  1.774052e-05       0
## Gm49266             3.203132e-10  1.4103548 0.093 0.022  1.775080e-05       0
## Gm16556             3.213655e-10  2.5284537 0.056 0.008  1.780911e-05       0
## Drap1               3.226776e-10  0.4065285 0.854 0.603  1.788182e-05       0
## Dnajb14             3.241321e-10  0.3828900 0.739 0.515  1.796243e-05       0
## Rab4a               3.273971e-10  0.5386816 0.586 0.391  1.814337e-05       0
## B930086L07Rik       3.298434e-10  0.8421573 0.362 0.195  1.827893e-05       0
## Prkag1              3.318609e-10  0.4935876 0.634 0.446  1.839074e-05       0
## Il1rap              3.320556e-10  1.0761972 0.470 0.293  1.840152e-05       0
## Rbm20               3.376932e-10  1.8770167 0.123 0.037  1.871395e-05       0
## Snapc5              3.392650e-10  0.4239128 0.601 0.397  1.880105e-05       0
## Eif3a               3.412223e-10  0.2824937 0.974 0.775  1.890951e-05       0
## Scoc                3.468274e-10  0.3704439 0.597 0.388  1.922014e-05       0
## Coprs               3.523706e-10  0.5584305 0.459 0.285  1.952732e-05       0
## Slc12a9             3.591112e-10  0.6059066 0.433 0.250  1.990087e-05       0
## Gm36584             3.611322e-10  1.8367442 0.093 0.022  2.001287e-05       0
## Slirp               3.627493e-10  0.3342189 0.649 0.435  2.010248e-05       0
## Il27                3.732043e-10  1.2959786 0.090 0.021  2.068186e-05       0
## Vamp8               3.746452e-10  0.2881267 0.948 0.724  2.076171e-05       0
## Sez6l2              3.783046e-10  0.3096780 0.821 0.551  2.096450e-05       0
## Tpm3                3.794484e-10  0.2653106 0.944 0.773  2.102789e-05       0
## A130014A01Rik       3.844828e-10  0.6813957 0.276 0.133  2.130689e-05       0
## Rpf1                3.865704e-10  0.7660388 0.500 0.329  2.142257e-05       0
## Gm44421             3.866630e-10  3.1022294 0.049 0.006  2.142771e-05       0
## Gdpd5               3.922399e-10  0.6457195 0.418 0.246  2.173676e-05       0
## Tox                 4.007398e-10  0.2365010 1.000 0.839  2.220780e-05       0
## Hcfc1               4.021979e-10  0.5527061 0.466 0.289  2.228860e-05       0
## Usp6nl              4.025927e-10  0.3677008 0.750 0.550  2.231048e-05       0
## Gm50069             4.038977e-10  1.6976752 0.104 0.027  2.238280e-05       0
## St3gal6             4.062752e-10  0.3072286 0.832 0.618  2.251455e-05       0
## Arl8b               4.073195e-10  0.4128212 0.679 0.471  2.257243e-05       0
## Ddx24               4.119339e-10  0.3285762 0.832 0.646  2.282814e-05       0
## Aamp                4.241782e-10  0.3260280 0.862 0.669  2.350668e-05       0
## Nabp2               4.279423e-10  0.5793078 0.593 0.421  2.371528e-05       0
## Akr7a5              4.284185e-10  0.1758724 0.728 0.473  2.374167e-05       0
## Camkmt              4.287885e-10  0.3815744 0.847 0.678  2.376217e-05       0
## Mmp14               4.293236e-10  0.4261276 0.690 0.456  2.379183e-05       0
## Tia1                4.332697e-10  0.3261470 0.854 0.665  2.401051e-05       0
## A930004J17Rik       4.376066e-10  0.6151525 0.433 0.254  2.425085e-05       0
## Emc1                4.494569e-10  0.7212693 0.433 0.264  2.490755e-05       0
## Atp6v1c1            4.497271e-10  0.3671635 0.731 0.526  2.492253e-05       0
## Ces1c               4.514963e-10  3.9945565 0.034 0.002  2.502057e-05       0
## Ppm1f               4.522004e-10  1.0207437 0.243 0.109  2.505959e-05       0
## Spg7                4.552571e-10  0.4433727 0.679 0.464  2.522899e-05       0
## Polr2i              4.650615e-10  0.6327508 0.597 0.398  2.577231e-05       0
## Zim1                4.670675e-10  1.1800269 0.183 0.070  2.588348e-05       0
## Rspo4               4.722792e-10  1.2389617 0.168 0.060  2.617229e-05       0
## Septin11            4.789177e-10  0.5608511 0.586 0.386  2.654018e-05       0
## Wsb2                4.901962e-10  0.2861057 0.780 0.583  2.716520e-05       0
## Zdhhc20             4.906436e-10  0.2699918 0.877 0.682  2.719000e-05       0
## Jade3               4.918332e-10  0.3929220 0.713 0.492  2.725592e-05       0
## Etv5                5.147279e-10  0.3643235 0.567 0.361  2.852468e-05       0
## Derl2               5.150779e-10  0.4031997 0.660 0.449  2.854407e-05       0
## Ets1                5.218006e-10  0.2091801 0.810 0.556  2.891662e-05       0
## Rnf10               5.273017e-10  0.3156781 0.899 0.713  2.922148e-05       0
## Arhgef15            5.279832e-10  1.7175893 0.112 0.031  2.925924e-05       0
## Timm8b              5.404751e-10  0.2401256 0.690 0.457  2.995151e-05       0
## Elapor1             5.423070e-10  0.2979566 0.996 0.816  3.005303e-05       0
## Crybg1              5.436716e-10  0.3082650 0.821 0.583  3.012865e-05       0
## Lin52               5.764957e-10  0.4812000 0.668 0.457  3.194766e-05       0
## Ptdss1              5.887129e-10  0.5582739 0.597 0.413  3.262470e-05       0
## Rab18               5.909819e-10  0.3031813 0.754 0.528  3.275045e-05       0
## Smarcd2             5.974793e-10  0.4162608 0.634 0.437  3.311051e-05       0
## Pgpep1              6.013924e-10  0.5597461 0.552 0.356  3.332736e-05       0
## Snord13             6.021268e-10  0.2848966 0.470 0.274  3.336806e-05       0
## Mast4               6.092447e-10  0.3373672 0.922 0.746  3.376251e-05       0
## Anp32b              6.133648e-10  0.1952339 0.925 0.713  3.399084e-05       0
## Pin4                6.143479e-10  0.5515637 0.631 0.431  3.404532e-05       0
## Sntb2               6.161667e-10  0.3714574 0.586 0.389  3.414611e-05       0
## Pmm2                6.169620e-10  0.3054941 0.881 0.665  3.419018e-05       0
## Rtn2                6.274038e-10  0.5817320 0.459 0.277  3.476884e-05       0
## Kpnb1               6.402435e-10  0.3475598 0.683 0.460  3.548037e-05       0
## Zfp292              6.413041e-10  0.2308788 0.974 0.839  3.553915e-05       0
## Anxa11              6.446973e-10  0.2436692 0.948 0.787  3.572719e-05       0
## Mtpn                6.455615e-10  0.3776679 0.840 0.609  3.577508e-05       0
## Cnep1r1             6.459189e-10  0.4169106 0.698 0.490  3.579489e-05       0
## Unc45a              6.558576e-10  0.3760387 0.683 0.466  3.634566e-05       0
## Prmt2               6.643256e-10  0.5644227 0.552 0.364  3.681493e-05       0
## Pdcl3               6.670289e-10  0.5991063 0.534 0.366  3.696474e-05       0
## Crebbp              6.900817e-10  0.2362920 0.996 0.863  3.824226e-05       0
## Gtf2h1              7.049121e-10  0.4704236 0.690 0.490  3.906411e-05       0
## Med29               7.281293e-10  0.5827281 0.485 0.303  4.035074e-05       0
## Washc5              7.312524e-10  0.4896333 0.500 0.314  4.052381e-05       0
## Mzt1                7.361722e-10  0.4682188 0.578 0.386  4.079646e-05       0
## Nlrc4               7.472985e-10  0.3108748 0.806 0.553  4.141304e-05       0
## Maob                7.481322e-10  0.2966058 0.507 0.300  4.145924e-05       0
## Pin1                7.484229e-10  0.4356538 0.590 0.391  4.147535e-05       0
## Aup1                7.538456e-10  0.4033498 0.672 0.460  4.177586e-05       0
## Gm1043              7.563241e-10  0.7426587 0.269 0.127  4.191321e-05       0
## Slc29a1             7.569798e-10  0.4771363 0.743 0.538  4.194955e-05       0
## Pdia6               7.589734e-10  0.4408581 0.821 0.610  4.206003e-05       0
## Selenot             7.593250e-10  0.3239108 0.847 0.645  4.207952e-05       0
## Rab3gap2            8.122278e-10  0.2514376 0.858 0.659  4.501123e-05       0
## Galk2               8.137255e-10  0.3950708 0.799 0.596  4.509423e-05       0
## Map1a               8.190340e-10  0.9047765 0.354 0.195  4.538841e-05       0
## U2af1               8.253619e-10  0.2558344 0.701 0.486  4.573908e-05       0
## Nkx2-2              8.254773e-10  0.2187603 0.810 0.581  4.574548e-05       0
## Prpf19              8.279412e-10  0.5221385 0.619 0.435  4.588202e-05       0
## Ndufb11             8.313319e-10  0.1861950 0.959 0.651  4.606992e-05       0
## Ntsr2               8.318832e-10  1.6978760 0.123 0.038  4.610047e-05       0
## Sp110               8.375720e-10  2.0947655 0.116 0.034  4.641573e-05       0
## Hsd17b12            8.404456e-10  0.3184073 0.851 0.659  4.657498e-05       0
## Med9                8.685588e-10  0.6183445 0.429 0.261  4.813292e-05       0
## Alg6                8.813170e-10  0.7360192 0.347 0.190  4.883995e-05       0
## Irf2bp2             9.066463e-10  0.3456954 0.858 0.652  5.024362e-05       0
## Dmac1               9.362048e-10  0.6196897 0.407 0.243  5.188166e-05       0
## Sec11a              9.448683e-10  0.3538979 0.914 0.676  5.236177e-05       0
## Gm31805             9.492321e-10  1.5124993 0.101 0.026  5.260360e-05       0
## Lcor                9.497715e-10  0.2775967 0.970 0.846  5.263349e-05       0
## Hip1r               9.544864e-10  0.3131102 0.892 0.692  5.289478e-05       0
## Mfsd4b5             9.579119e-10  1.6128255 0.160 0.059  5.308461e-05       0
## 9330198N18Rik       9.676371e-10  1.3407582 0.138 0.045  5.362355e-05       0
## Tcp1                9.722052e-10  0.2543652 0.810 0.568  5.387670e-05       0
## Sec61g              9.938785e-10  0.4750917 0.649 0.452  5.507776e-05       0
## Epb41l1             1.016562e-09  0.2031420 0.854 0.635  5.633483e-05       0
## Rps27l              1.024389e-09  0.1078603 0.963 0.690  5.676857e-05       0
## Stip1               1.043090e-09  0.3495928 0.660 0.442  5.780490e-05       0
## Gm28884             1.044122e-09  2.3221472 0.075 0.015  5.786210e-05       0
## Fbxl15              1.061097e-09  0.6085642 0.429 0.256  5.880281e-05       0
## Hsbp1               1.061145e-09  0.3282017 0.899 0.628  5.880548e-05       0
## Rpl28-ps4           1.089141e-09  3.0674256 0.037 0.003  6.035693e-05       0
## Grb2                1.096286e-09  0.3358124 0.910 0.726  6.075289e-05       0
## Lrrc8a              1.123432e-09  0.9825443 0.306 0.160  6.225724e-05       0
## Zfand2a             1.131408e-09  0.8151373 0.429 0.258  6.269926e-05       0
## Ano10               1.136329e-09  0.3841387 0.668 0.466  6.297192e-05       0
## Ptprk               1.137130e-09  0.3021365 0.940 0.743  6.301634e-05       0
## Gm48684             1.218813e-09  1.0876099 0.149 0.052  6.754293e-05       0
## Yme1l1              1.223784e-09  0.3021795 0.877 0.698  6.781842e-05       0
## Aopep               1.225855e-09  0.2436791 0.978 0.858  6.793320e-05       0
## Emc3                1.236236e-09  0.4841321 0.560 0.365  6.850848e-05       0
## Norad               1.259951e-09  0.3781004 0.817 0.590  6.982273e-05       0
## Gm14488             1.260205e-09  1.5933197 0.149 0.053  6.983676e-05       0
## Ssb                 1.263711e-09  0.2823284 0.907 0.669  7.003108e-05       0
## Vps37b              1.264654e-09  0.4140903 0.735 0.540  7.008331e-05       0
## Mtch2               1.274011e-09  0.1612190 0.929 0.715  7.060184e-05       0
## Cox6a1              1.275124e-09  0.1087678 0.974 0.706  7.066355e-05       0
## Sbno1               1.281894e-09  0.2808741 0.959 0.800  7.103871e-05       0
## Gpbp1               1.306293e-09  0.4103190 0.731 0.537  7.239083e-05       0
## Ro60                1.335244e-09  0.4859128 0.612 0.417  7.399523e-05       0
## Isx                 1.335415e-09  0.7905458 0.440 0.265  7.400470e-05       0
## Chid1               1.343947e-09  0.5863456 0.541 0.353  7.447752e-05       0
## Rala                1.354151e-09  0.2907375 0.937 0.732  7.504297e-05       0
## Syap1               1.362609e-09  0.3499179 0.746 0.528  7.551172e-05       0
## Sms                 1.364368e-09  0.5609885 0.646 0.450  7.560916e-05       0
## Arid1a              1.378745e-09  0.2945225 0.951 0.771  7.640589e-05       0
## Gp6                 1.389405e-09  1.7278137 0.052 0.007  7.699666e-05       0
## Cdc123              1.410606e-09  0.3337347 0.780 0.567  7.817157e-05       0
## Ykt6                1.461179e-09  0.4496128 0.646 0.455  8.097414e-05       0
## Ube2o               1.463948e-09  0.4485379 0.504 0.319  8.112763e-05       0
## Cadps2              1.482669e-09  0.3397635 0.761 0.529  8.216507e-05       0
## Nenf                1.487884e-09  0.1726372 0.877 0.581  8.245406e-05       0
## Cox17               1.524051e-09  0.2293220 0.888 0.628  8.445832e-05       0
## Cct8                1.546318e-09  0.2001824 0.854 0.608  8.569232e-05       0
## Inafm1              1.569551e-09  0.6824062 0.500 0.329  8.697981e-05       0
## Slf2                1.600184e-09  0.4665577 0.687 0.515  8.867741e-05       0
## Src                 1.628689e-09  0.3027665 0.795 0.582  9.025708e-05       0
## Gm8089              1.631113e-09  2.9619212 0.041 0.004  9.039137e-05       0
## Prkd1               1.656850e-09  1.0321396 0.190 0.076  9.181768e-05       0
## Cnot6               1.663626e-09  0.3404327 0.776 0.557  9.219316e-05       0
## Commd6              1.690869e-09  0.4071396 0.690 0.485  9.370290e-05       0
## Galk1               1.693517e-09  0.4895769 0.295 0.147  9.384963e-05       0
## Sp3os               1.722359e-09  0.5132100 0.586 0.391  9.544795e-05       0
## Snap47              1.751303e-09  0.6547219 0.511 0.334  9.705198e-05       0
## Hc                  1.759214e-09  1.7943989 0.078 0.017  9.749034e-05       0
## Gbp8                1.760738e-09  0.4170107 0.463 0.273  9.757483e-05       0
## Ufc1                1.793957e-09  0.3986569 0.828 0.591  9.941569e-05       0
## Arfgef3             1.794233e-09  0.3052542 0.959 0.733  9.943100e-05       0
## Rragc               1.817195e-09  0.4589747 0.616 0.426  1.007035e-04       0
## 3222401L13Rik       1.817234e-09  1.3183055 0.175 0.068  1.007057e-04       0
## Atp6v1h             1.850448e-09  0.3439319 0.799 0.596  1.025463e-04       0
## Vezf1               1.857480e-09  0.4339846 0.776 0.579  1.029360e-04       0
## Abhd17c             1.862982e-09  0.3364985 0.787 0.610  1.032408e-04       0
## Zmynd8              1.891905e-09  0.2322186 0.966 0.811  1.048437e-04       0
## Spindoc             1.893176e-09  0.5063223 0.586 0.393  1.049141e-04       0
## Fkbp1a              1.907814e-09  0.2764176 0.978 0.752  1.057253e-04       0
## Cnga3               1.918750e-09  1.5670194 0.097 0.025  1.063314e-04       0
## Klkb1               1.934134e-09  0.5246285 0.254 0.114  1.071839e-04       0
## Mtmr2               1.942220e-09  0.3958095 0.631 0.443  1.076320e-04       0
## Gm14044             1.959824e-09  1.7113626 0.131 0.043  1.086075e-04       0
## Gripap1             1.973503e-09  0.2972231 0.840 0.672  1.093656e-04       0
## Golph3              1.985608e-09  0.2692907 0.907 0.681  1.100364e-04       0
## Hnrnpa2b1           1.995439e-09  0.1798462 1.000 0.877  1.105813e-04       0
## Nt5c                2.042320e-09  0.3330772 0.877 0.620  1.131793e-04       0
## Ctsb                2.053310e-09  0.2542730 0.925 0.675  1.137883e-04       0
## Lmbrd2              2.058291e-09  0.3861021 0.720 0.527  1.140643e-04       0
## Arhgap24            2.077751e-09  0.5481664 0.500 0.309  1.151427e-04       0
## Klc1                2.091400e-09  0.3130415 0.739 0.555  1.158991e-04       0
## Aip                 2.115167e-09  0.4539145 0.500 0.322  1.172162e-04       0
## Ccnd3               2.121440e-09  0.2625729 0.750 0.528  1.175638e-04       0
## Cuta                2.131226e-09  0.2307144 0.720 0.485  1.181061e-04       0
## Adh5                2.175636e-09  0.5161018 0.660 0.457  1.205672e-04       0
## Rab11a              2.214304e-09  0.2742659 0.836 0.625  1.227101e-04       0
## Clmp                2.223029e-09  1.4263278 0.127 0.040  1.231936e-04       0
## Ppm1g               2.226663e-09  0.5145907 0.586 0.398  1.233950e-04       0
## Taldo1              2.230082e-09  0.2146457 0.970 0.750  1.235845e-04       0
## Gramd2              2.240722e-09  0.7664405 0.354 0.199  1.241741e-04       0
## Zmat2               2.265396e-09  0.3788752 0.731 0.524  1.255414e-04       0
## Psme2               2.291350e-09  0.1008296 0.896 0.640  1.269798e-04       0
## 4930471M09Rik       2.292508e-09  1.8566678 0.071 0.014  1.270439e-04       0
## Bcl7c               2.301016e-09  0.5730389 0.549 0.356  1.275154e-04       0
## Cd160               2.312240e-09  0.9600717 0.123 0.038  1.281374e-04       0
## Tmed9               2.343636e-09  0.2823257 0.720 0.495  1.298773e-04       0
## Ak2                 2.379835e-09  0.1792165 0.948 0.744  1.318833e-04       0
## Necap1              2.412376e-09  0.3885527 0.586 0.403  1.336866e-04       0
## Kmt5a               2.468069e-09  0.2724397 0.925 0.737  1.367730e-04       0
## Kdm5b               2.537764e-09  0.4223236 0.843 0.676  1.406353e-04       0
## Dennd5b             2.573760e-09  0.2525738 0.918 0.706  1.426301e-04       0
## Mgrn1               2.585465e-09  0.2819408 0.802 0.602  1.432787e-04       0
## Cops2               2.589894e-09  0.2756977 0.649 0.446  1.435242e-04       0
## Irf8                2.596859e-09  0.4491941 0.549 0.342  1.439101e-04       0
## Syngr3              2.626695e-09  1.5975835 0.078 0.017  1.455635e-04       0
## Rdx                 2.638228e-09  1.7662576 0.082 0.019  1.462027e-04       0
## Rad23b              2.653981e-09  0.3321347 0.854 0.633  1.470756e-04       0
## Rab5c               2.743288e-09  0.2648908 0.862 0.637  1.520248e-04       0
## Gldc                2.753005e-09  0.7653061 0.321 0.165  1.525633e-04       0
## A430010J10Rik       2.774069e-09  1.5128741 0.082 0.019  1.537306e-04       0
## Agap1               2.782665e-09  0.2123529 0.970 0.849  1.542070e-04       0
## Rangrf              2.819848e-09  0.7008997 0.351 0.192  1.562675e-04       0
## Ckap4               2.867316e-09  0.6679555 0.437 0.263  1.588981e-04       0
## Kcnk1               2.894036e-09  0.6480220 0.724 0.532  1.603788e-04       0
## Ndrg2               2.979600e-09  0.7228479 0.377 0.219  1.651205e-04       0
## Gnb5                3.037164e-09  0.7092605 0.425 0.261  1.683105e-04       0
## Mapk13              3.081028e-09  0.1778999 0.914 0.706  1.707413e-04       0
## Gne                 3.118215e-09  0.5126220 0.534 0.348  1.728021e-04       0
## Nedd4               3.127491e-09  0.2564173 0.985 0.795  1.733162e-04       0
## Syt11               3.173227e-09  0.4667011 0.601 0.412  1.758507e-04       0
## Cript               3.221614e-09  0.3958588 0.795 0.574  1.785322e-04       0
## Bcl7b               3.227096e-09  0.4309065 0.608 0.428  1.788360e-04       0
## Efcab15             3.306015e-09  0.5250532 0.526 0.335  1.832094e-04       0
## Gm42705             3.391004e-09  3.1767740 0.034 0.003  1.879193e-04       0
## Sgsm2               3.392522e-09  0.3582012 0.631 0.440  1.880034e-04       0
## Sdf4                3.404793e-09  0.3137477 0.914 0.696  1.886834e-04       0
## Tmem184a            3.451971e-09  0.4610017 0.627 0.438  1.912979e-04       0
## Pef1                3.459311e-09  0.4940237 0.604 0.421  1.917047e-04       0
## Ddx5                3.470262e-09  0.2350966 1.000 0.938  1.923115e-04       0
## Ndst1               3.533825e-09  0.3321211 0.769 0.583  1.958340e-04       0
## Med16               3.540036e-09  0.4965294 0.429 0.259  1.961782e-04       0
## Zmat3               3.563430e-09  0.7309203 0.392 0.234  1.974746e-04       0
## Ipo7                3.575190e-09  0.4140131 0.642 0.451  1.981263e-04       0
## Emc8                3.603865e-09  0.5936467 0.493 0.318  1.997154e-04       0
## Eif3h               3.606902e-09  0.1915533 0.907 0.673  1.998837e-04       0
## Nmb                 3.678605e-09  1.5059617 0.142 0.051  2.038572e-04       0
## Nipsnap1            3.697056e-09  0.3954525 0.716 0.500  2.048798e-04       0
## Cdcp1               3.709476e-09  0.3170582 0.828 0.651  2.055680e-04       0
## Fam83f              3.730457e-09  0.5128035 0.448 0.273  2.067308e-04       0
## Cnot7               3.742597e-09  0.3748073 0.787 0.620  2.074035e-04       0
## Olfr165             3.747005e-09  2.0407844 0.086 0.021  2.076478e-04       0
## Plekha5             3.796226e-09  0.2294708 0.970 0.818  2.103755e-04       0
## C2cd2l              3.829112e-09  0.4448304 0.593 0.399  2.121979e-04       0
## B830017H08Rik       3.876691e-09  3.3882393 0.022 0.001  2.148346e-04       0
## Brd2                3.882180e-09  0.4613323 0.937 0.746  2.151388e-04       0
## G3bp2               3.909925e-09  0.1939363 0.888 0.652  2.166763e-04       0
## Ndufs7              3.995386e-09  0.1339068 0.869 0.613  2.214123e-04       0
## Lyar                4.007049e-09  0.5312375 0.414 0.241  2.220586e-04       0
## Gm7072              4.041838e-09  0.4840020 0.560 0.381  2.239865e-04       0
## Vps26c              4.051929e-09  0.5937270 0.556 0.381  2.245457e-04       0
## Itpr2               4.055296e-09  1.0030052 0.433 0.272  2.247323e-04       0
## Ppp2r2a             4.137175e-09  0.2265721 0.843 0.637  2.292698e-04       0
## Mrpl11              4.148756e-09  0.4674948 0.549 0.367  2.299116e-04       0
## Fbxo33              4.302997e-09  0.7457801 0.683 0.496  2.384592e-04       0
## Chpf                4.335783e-09  0.8522118 0.354 0.204  2.402761e-04       0
## Ogfr                4.379216e-09  0.4689714 0.507 0.334  2.426830e-04       0
## Trpv2               4.386559e-09  1.7135631 0.082 0.020  2.430900e-04       0
## Snx10               4.396163e-09  0.2513585 0.709 0.468  2.436222e-04       0
## Zfp827              4.494995e-09  0.2727186 0.914 0.719  2.490991e-04       0
## Thap7               4.606942e-09  0.9137801 0.366 0.221  2.553029e-04       0
## Serp1               4.735046e-09  0.1994109 0.854 0.599  2.624021e-04       0
## Hspa4l              4.742518e-09  0.1931752 0.888 0.700  2.628161e-04       0
## Gm43413             4.760903e-09  1.3946843 0.123 0.040  2.638350e-04       0
## Spast               4.786788e-09  0.3018033 0.769 0.571  2.652694e-04       0
## Tmem200a            4.808195e-09  0.3570364 0.590 0.372  2.664557e-04       0
## Bicra               4.811229e-09  0.2883010 0.799 0.613  2.666239e-04       0
## Kcnk12              4.848985e-09  1.5774295 0.123 0.040  2.687162e-04       0
## Ndufaf8             4.855598e-09  0.3702739 0.653 0.459  2.690827e-04       0
## Erp29               4.879346e-09  0.3295558 0.866 0.621  2.703987e-04       0
## Fam174a             4.938934e-09  0.4788691 0.586 0.376  2.737009e-04       0
## Mical2              4.961390e-09  0.2048559 0.922 0.737  2.749453e-04       0
## Iqgap1              4.964128e-09  0.2240548 0.989 0.872  2.750971e-04       0
## Ppp3ca              5.012153e-09  0.2917133 0.937 0.834  2.777585e-04       0
## Setd1b              5.120656e-09  0.4294925 0.657 0.465  2.837714e-04       0
## Gprc5a              5.150256e-09  0.3556263 0.384 0.210  2.854117e-04       0
## Cybc1               5.277159e-09  0.9065833 0.328 0.185  2.924443e-04       0
## Rbis                5.329231e-09  0.5608525 0.504 0.332  2.953300e-04       0
## Plet1os             5.368522e-09  1.0435690 0.201 0.089  2.975074e-04       0
## Ciao2b              5.505593e-09  0.3477489 0.616 0.409  3.051035e-04       0
## Gnaz                5.547633e-09  0.4835351 0.522 0.342  3.074332e-04       0
## Rin2                5.599890e-09  0.3194975 0.825 0.625  3.103291e-04       0
## A430033K04Rik       5.614011e-09  0.9385259 0.328 0.189  3.111116e-04       0
## Ptpn2               5.683587e-09  0.1805651 0.843 0.632  3.149674e-04       0
## Saal1               5.703306e-09  0.8898091 0.299 0.158  3.160601e-04       0
## Myo18b              5.705949e-09  2.9893927 0.045 0.006  3.162066e-04       0
## Ncor1               5.746200e-09  0.1690572 1.000 0.923  3.184372e-04       0
## Ucp2                5.898457e-09  0.3420179 0.978 0.769  3.268748e-04       0
## Rsrc2               5.900586e-09  0.2760261 0.981 0.826  3.269927e-04       0
## Smim6               5.924633e-09  0.2005542 0.851 0.574  3.283254e-04       0
## Utp15               5.959132e-09  1.1771266 0.261 0.134  3.302372e-04       0
## Decr1               6.043891e-09  0.2894179 0.612 0.413  3.349343e-04       0
## Arl5a               6.077301e-09  0.2459015 0.784 0.600  3.367858e-04       0
## Lrig3               6.115120e-09  0.6003008 0.351 0.190  3.388816e-04       0
## 4933413C19Rik       6.137554e-09  1.5467498 0.082 0.020  3.401248e-04       0
## Gm42984             6.164050e-09  0.7000095 0.343 0.193  3.415932e-04       0
## Mrps12              6.166694e-09  0.3510270 0.675 0.459  3.417397e-04       0
## Mllt11              6.204832e-09  0.6866066 0.325 0.178  3.438532e-04       0
## Acaa1a              6.265638e-09  0.2563373 0.881 0.656  3.472229e-04       0
## Ccdc160             6.281571e-09  0.9447233 0.168 0.065  3.481058e-04       0
## 9430021M05Rik       6.408415e-09  2.6932656 0.045 0.006  3.551352e-04       0
## Cln3                6.441905e-09  0.2823655 0.552 0.354  3.569911e-04       0
## Gm5617              6.552541e-09  0.6637483 0.455 0.296  3.631221e-04       0
## Strip1              6.605212e-09  0.4322240 0.545 0.378  3.660410e-04       0
## Ndufb8              6.682287e-09  0.1157716 0.910 0.624  3.703123e-04       0
## Ssr4                6.890168e-09  0.1902574 0.959 0.669  3.818325e-04       0
## Mindy2              6.996605e-09  0.2918746 0.843 0.643  3.877308e-04       0
## Gskip               7.035669e-09  0.4688645 0.571 0.397  3.898957e-04       0
## Kdm6b               7.101551e-09  0.3301168 0.918 0.742  3.935466e-04       0
## Maz                 7.140407e-09  0.2776418 0.743 0.525  3.957000e-04       0
## Olfr671             7.339794e-09  1.9608959 0.067 0.014  4.067494e-04       0
## Cdc34               7.383996e-09  0.4216851 0.526 0.349  4.091989e-04       0
## Trappc3             7.482510e-09  0.5029640 0.638 0.441  4.146583e-04       0
## Msantd4             7.574512e-09  0.5281010 0.563 0.399  4.197567e-04       0
## Dpy19l4             7.612332e-09  0.4058574 0.593 0.405  4.218526e-04       0
## Unc50               7.639991e-09  0.3374187 0.672 0.471  4.233854e-04       0
## Frg2f1              7.658152e-09  1.1304563 0.194 0.082  4.243918e-04       0
## Cdkn1a              7.727817e-09  0.1357063 0.989 0.791  4.282524e-04       0
## B3gat3              7.737606e-09  0.4425090 0.515 0.338  4.287949e-04       0
## Vps29               7.813620e-09  0.4036983 0.757 0.512  4.330074e-04       0
## Angel2              7.819036e-09  0.4479991 0.616 0.418  4.333075e-04       0
## Ncstn               7.889240e-09  0.3941266 0.784 0.569  4.371980e-04       0
## Ciapin1             7.891011e-09  0.2522212 0.612 0.414  4.372961e-04       0
## 2210408I21Rik       7.902116e-09  0.6357514 0.578 0.408  4.379116e-04       0
## Hgs                 7.949444e-09  0.4613755 0.601 0.416  4.405343e-04       0
## 4930512H18Rik       8.058463e-09  1.4847759 0.093 0.025  4.465759e-04       0
## Exosc10             8.142468e-09  0.4965650 0.504 0.331  4.512311e-04       0
## Cadm4               8.158753e-09  0.9429194 0.194 0.081  4.521336e-04       0
## Cct2                8.250470e-09  0.1952884 0.840 0.582  4.572163e-04       0
## Lrp11               8.295078e-09  0.3792917 0.720 0.522  4.596883e-04       0
## Phc2                8.383556e-09  0.2832151 0.903 0.699  4.645915e-04       0
## Trappc4             8.497349e-09  0.3640042 0.649 0.450  4.708976e-04       0
## Smad6               8.643925e-09  0.1625618 0.802 0.576  4.790204e-04       0
## Baz1b               8.735402e-09  0.2672474 0.899 0.695  4.840898e-04       0
## Gcnt4               8.856463e-09  0.4282231 0.418 0.252  4.907986e-04       0
## Tmx1                9.029519e-09  0.3827976 0.757 0.549  5.003888e-04       0
## Atxn7l3b            9.053925e-09  0.2378941 0.955 0.760  5.017414e-04       0
## Yipf3               9.149582e-09  0.3162360 0.761 0.531  5.070424e-04       0
## Sf3a1               9.228136e-09  0.5071014 0.526 0.348  5.113956e-04       0
## Lrrc10b             9.285454e-09  1.4145184 0.164 0.065  5.145720e-04       0
## Crybg2              9.388665e-09  0.3585655 0.507 0.311  5.202917e-04       0
## Ramac               9.434745e-09  0.4648836 0.619 0.445  5.228453e-04       0
## Stn1                9.519078e-09  0.8039877 0.325 0.184  5.275187e-04       0
## Sc5d                9.521871e-09  0.3345609 0.586 0.397  5.276735e-04       0
## Kpna2               9.557706e-09  0.6573022 0.381 0.223  5.296594e-04       0
## Jund                9.581223e-09  0.2568129 0.981 0.829  5.309626e-04       0
## Cyth2               9.844955e-09  0.3080803 0.582 0.406  5.455779e-04       0
## Fev                 9.942318e-09  0.2946908 0.578 0.390  5.509734e-04       0
## Cfap126             9.958791e-09  1.2257767 0.205 0.092  5.518863e-04       0
## Ift172              1.004753e-08  0.5423496 0.590 0.407  5.568039e-04       0
## Tpi1                1.022743e-08  0.1706632 0.978 0.810  5.667734e-04       0
## Tspan15             1.041284e-08  0.1968816 0.739 0.520  5.770486e-04       0
## Ncbp1               1.071732e-08  0.5439945 0.474 0.305  5.939219e-04       0
## Zwint               1.075373e-08  0.3351778 0.746 0.539  5.959394e-04       0
## Trappc6a            1.080492e-08  0.3977630 0.675 0.486  5.987764e-04       0
## Rabep1              1.093147e-08  0.2206946 0.955 0.796  6.057890e-04       0
## Trib1               1.093933e-08  0.7067400 0.608 0.437  6.062250e-04       0
## Trim10              1.106561e-08  1.4779037 0.086 0.022  6.132229e-04       0
## Cops4               1.118390e-08  0.2306487 0.810 0.606  6.197781e-04       0
## Ssr2                1.144245e-08  0.2353256 0.903 0.618  6.341062e-04       0
## Manbal              1.150926e-08  0.4098634 0.549 0.365  6.378087e-04       0
## Dcaf11              1.159249e-08  0.3015388 0.731 0.535  6.424210e-04       0
## Gm43490             1.191631e-08  0.5603938 0.407 0.244  6.603660e-04       0
## 1700093K21Rik       1.195626e-08  1.6722426 0.090 0.024  6.625800e-04       0
## Tlcd3a              1.196195e-08  0.8387012 0.313 0.178  6.628954e-04       0
## Sfpq                1.210426e-08  0.2117902 0.955 0.778  6.707819e-04       0
## Ubxn6               1.257734e-08  0.4257736 0.664 0.489  6.969982e-04       0
## Hcar1               1.283538e-08  1.3038747 0.190 0.082  7.112983e-04       0
## Higd2a              1.297824e-08  0.2958713 0.750 0.508  7.192154e-04       0
## Pa2g4               1.306993e-08  0.2573009 0.623 0.442  7.242964e-04       0
## Kif1c               1.310741e-08  0.2458815 0.754 0.545  7.263733e-04       0
## Slc35d2             1.312981e-08  0.4813961 0.451 0.284  7.276146e-04       0
## Ptprh               1.316614e-08  0.1628981 0.765 0.537  7.296282e-04       0
## C430042M11Rik       1.336996e-08  1.3062181 0.108 0.034  7.409233e-04       0
## Eef1d               1.351526e-08  0.1378823 0.866 0.594  7.489754e-04       0
## Gm18600             1.356611e-08  2.0510245 0.075 0.017  7.517930e-04       0
## Ltn1                1.357051e-08  0.2425468 0.649 0.444  7.520369e-04       0
## Ccdc122             1.362551e-08  0.9618308 0.250 0.125  7.550848e-04       0
## Ubl3                1.364410e-08  0.2665650 0.981 0.829  7.561152e-04       0
## Gtf2a1              1.396398e-08  0.4781591 0.679 0.500  7.738418e-04       0
## Psme1               1.412477e-08  0.2374159 0.914 0.666  7.827524e-04       0
## Mrpl36              1.413100e-08  0.5235522 0.563 0.376  7.830977e-04       0
## Rnf214              1.414725e-08  0.3968589 0.724 0.536  7.839980e-04       0
## Snx15               1.429722e-08  0.3518817 0.698 0.520  7.923091e-04       0
## Emsy                1.468534e-08  0.3266256 0.716 0.541  8.138176e-04       0
## 4632427E13Rik       1.469553e-08  0.3669636 0.739 0.544  8.143820e-04       0
## Mrpl14              1.479118e-08  0.3311568 0.698 0.498  8.196828e-04       0
## Sox5os4             1.484209e-08  1.1536436 0.097 0.027  8.225042e-04       0
## Uhmk1               1.487874e-08  0.5249374 0.634 0.455  8.245352e-04       0
## Elovl5              1.510211e-08  0.2900404 0.698 0.491  8.369135e-04       0
## Dync1li1            1.510311e-08  0.2962595 0.784 0.593  8.369692e-04       0
## Stra6l              1.520658e-08  0.2744230 0.642 0.456  8.427030e-04       0
## Osgep               1.531225e-08  0.5342301 0.563 0.387  8.485589e-04       0
## D8Ertd738e          1.540406e-08  0.2229226 0.881 0.645  8.536470e-04       0
## H2bc18              1.561887e-08  0.5028080 0.160 0.062  8.655511e-04       0
## Cd63-ps             1.587045e-08  1.5814064 0.164 0.068  8.794928e-04       0
## Lamtor3             1.592911e-08  0.3243883 0.638 0.447  8.827432e-04       0
## Gm10484             1.602034e-08  1.3625149 0.093 0.025  8.877994e-04       0
## Stard13             1.606858e-08  0.4365587 0.578 0.395  8.904726e-04       0
## Klhl9               1.608683e-08  0.4637073 0.604 0.420  8.914836e-04       0
## Alg3                1.622873e-08  1.2890215 0.246 0.129  8.993475e-04       0
## Ovol1               1.624208e-08  0.5957126 0.358 0.205  9.000874e-04       0
## Sort1               1.630543e-08  0.2932756 0.903 0.674  9.035982e-04       0
## Arhgap33            1.642071e-08  1.4482140 0.187 0.082  9.099865e-04       0
## Grina               1.698854e-08  0.1773146 0.784 0.549  9.414541e-04       0
## Nostrin             1.748764e-08  0.1832407 0.970 0.794  9.691124e-04       0
## Ostm1               1.757424e-08  0.4422348 0.578 0.415  9.739119e-04       0
## Zfp59               1.795213e-08  1.0409190 0.172 0.071  9.948531e-04       0
## Trim8               1.819980e-08  0.5002528 0.556 0.379  1.008578e-03       0
## Slc1a5              1.850411e-08  0.2802708 0.459 0.276  1.025442e-03       0
## Tada2b              1.859287e-08  0.9586266 0.287 0.158  1.030361e-03       0
## Cyb561              1.875311e-08  0.4083921 0.683 0.487  1.039241e-03       0
## Hacd2               1.886484e-08  0.3609946 0.664 0.462  1.045433e-03       0
## Bub3                1.897499e-08  0.3323238 0.597 0.407  1.051537e-03       0
## Gtf2e2              1.909269e-08  0.3206874 0.728 0.526  1.058060e-03       0
## Krt88               1.930257e-08  3.5001394 0.034 0.003  1.069690e-03       0
## Psma2               1.934628e-08  0.2729311 0.877 0.633  1.072113e-03       0
## C030038I04Rik       1.940525e-08  1.7780462 0.078 0.019  1.075381e-03       0
## Atat1               1.977067e-08  0.4272680 0.597 0.427  1.095631e-03       0
## Ccnt1               1.989801e-08  0.2841453 0.813 0.612  1.102688e-03       0
## Alkbh5              2.012062e-08  0.4278337 0.799 0.605  1.115024e-03       0
## Ube2v2              2.051280e-08  0.4530749 0.631 0.482  1.136758e-03       0
## Retreg2             2.051477e-08  0.4080399 0.612 0.437  1.136867e-03       0
## Dynlt1f             2.052225e-08  0.4485741 0.444 0.288  1.137281e-03       0
## Psma6               2.057501e-08  0.2698976 0.810 0.580  1.140206e-03       0
## Eif3f               2.069459e-08  0.1209681 0.881 0.616  1.146832e-03       0
## Appbp2              2.083944e-08  0.3678966 0.817 0.628  1.154859e-03       0
## 1500011B03Rik       2.108462e-08  0.3826137 0.642 0.436  1.168446e-03       0
## Scamp3              2.117110e-08  0.6717255 0.418 0.269  1.173239e-03       0
## Exosc4              2.134113e-08  0.5147546 0.515 0.354  1.182661e-03       0
## Utp18               2.166078e-08  0.5607695 0.399 0.249  1.200375e-03       0
## Calml4              2.171321e-08  0.1633387 0.993 0.811  1.203281e-03       0
## Slc19a1             2.197753e-08  0.7508864 0.422 0.268  1.217929e-03       0
## Hs3st3a1            2.228162e-08  0.4380499 0.090 0.024  1.234781e-03       0
## Fat1                2.234823e-08  0.2638095 0.922 0.780  1.238472e-03       0
## Ppfia4              2.246507e-08  1.1454972 0.112 0.036  1.244947e-03       0
## Il10rb              2.281108e-08  0.3307464 0.649 0.470  1.264121e-03       0
## Gm33626             2.286392e-08  0.8291281 0.134 0.047  1.267050e-03       0
## Ptpn12              2.287472e-08  0.2690095 0.832 0.627  1.267648e-03       0
## Ergic3              2.294379e-08  0.2822528 0.854 0.621  1.271476e-03       0
## Mthfsl              2.297482e-08  0.4461358 0.560 0.389  1.273196e-03       0
## Fam20b              2.306898e-08  0.2358386 0.877 0.679  1.278414e-03       0
## Liph                2.315991e-08  0.3849717 0.616 0.428  1.283453e-03       0
## Pggt1b              2.328101e-08  0.2930014 0.690 0.483  1.290164e-03       0
## Hnrnpul1            2.344642e-08  0.3535376 0.787 0.589  1.299330e-03       0
## Pja2                2.358512e-08  0.3694750 0.866 0.653  1.307016e-03       0
## Cnpy2               2.364011e-08  0.2688436 0.799 0.547  1.310064e-03       0
## Vasp                2.389960e-08  0.2264515 0.851 0.674  1.324444e-03       0
## Usp16               2.417141e-08  0.4422806 0.769 0.602  1.339507e-03       0
## Akt1                2.450880e-08  0.3704620 0.590 0.417  1.358204e-03       0
## Obsl1               2.452376e-08  2.4606805 0.041 0.005  1.359033e-03       0
## Arhgap26.1          2.452946e-08  0.1599277 0.892 0.704  1.359349e-03       0
## Rbm8a               2.465394e-08  0.3822666 0.709 0.504  1.366247e-03       0
## Micos13             2.478253e-08  0.2289905 0.922 0.661  1.373374e-03       0
## Eif3b               2.482259e-08  0.1629786 0.757 0.541  1.375593e-03       0
## Gm33524             2.522732e-08  2.4046929 0.041 0.005  1.398023e-03       0
## Mea1                2.536817e-08  0.4874212 0.522 0.340  1.405828e-03       0
## C130051F05Rik       2.548829e-08  0.9675262 0.310 0.177  1.412485e-03       0
## Gm609               2.553883e-08  0.1951647 1.000 0.813  1.415285e-03       0
## Dusp3               2.564615e-08  0.6032942 0.425 0.267  1.421232e-03       0
## Foxj3               2.596280e-08  0.2639092 0.832 0.610  1.438781e-03       0
## Ggps1               2.659963e-08  0.3214454 0.757 0.561  1.474072e-03       0
## Rell1               2.680140e-08  0.4301304 0.649 0.463  1.485253e-03       0
## Gm34933             2.688702e-08  1.9730008 0.067 0.015  1.489998e-03       0
## Ube2n               2.690858e-08  0.2836355 0.862 0.652  1.491193e-03       0
## Chst11              2.759712e-08  0.4123647 0.399 0.238  1.529349e-03       0
## Pld1                2.827388e-08  0.2238229 0.896 0.727  1.566854e-03       0
## Pwwp2a              2.832558e-08  0.2871898 0.825 0.627  1.569719e-03       0
## Gzf1                2.858038e-08  0.8436858 0.340 0.202  1.583839e-03       0
## Gm32511             2.874180e-08  2.1103989 0.052 0.009  1.592785e-03       0
## Dnttip2             2.878877e-08  0.4107035 0.590 0.410  1.595387e-03       0
## Usf2                2.968265e-08  0.3681599 0.709 0.541  1.644923e-03       0
## Zbtb10              2.999077e-08  0.9932435 0.198 0.088  1.661998e-03       0
## Banf1               3.012919e-08  0.1256518 0.623 0.413  1.669669e-03       0
## Crbn                3.060192e-08  0.5555238 0.463 0.309  1.695866e-03       0
## Hey1                3.071215e-08  2.6647617 0.056 0.011  1.701975e-03       0
## Pptc7               3.077302e-08  0.3275585 0.608 0.426  1.705348e-03       0
## Wbp1                3.079956e-08  0.5050009 0.560 0.396  1.706819e-03       0
## Hnrnpu              3.109760e-08  0.2024410 0.970 0.808  1.723336e-03       0
## Rbbp4               3.129210e-08  0.3207151 0.840 0.627  1.734114e-03       0
## Ccndbp1             3.136604e-08  0.4754274 0.541 0.379  1.738212e-03       0
## Srp14               3.155829e-08  0.2871701 0.843 0.591  1.748866e-03       0
## Cdip1               3.159085e-08  0.3460523 0.761 0.576  1.750670e-03       0
## Lgals3bp            3.168137e-08  0.1437362 0.993 0.792  1.755686e-03       0
## Ndufb10             3.168730e-08  0.1217088 0.881 0.634  1.756015e-03       0
## Impa1               3.213345e-08  0.3589037 0.784 0.579  1.780739e-03       0
## Sel1l               3.229132e-08  0.2307904 0.922 0.708  1.789488e-03       0
## Ddx42               3.302157e-08  0.2945510 0.795 0.593  1.829956e-03       0
## Grsf1               3.330885e-08  0.5076681 0.515 0.337  1.845877e-03       0
## Armt1               3.345168e-08  0.6136318 0.351 0.206  1.853792e-03       0
## Gtf3c6              3.412798e-08  0.4398067 0.485 0.326  1.891271e-03       0
## Umps                3.456487e-08  0.8063811 0.392 0.246  1.915481e-03       0
## Gps1                3.496792e-08  0.4480949 0.597 0.414  1.937817e-03       0
## Otud7a              3.586971e-08  0.8738058 0.187 0.081  1.987791e-03       0
## Rnpep               3.601758e-08  0.2524572 0.933 0.732  1.995986e-03       0
## Nsmce1              3.604254e-08  0.4665094 0.463 0.311  1.997370e-03       0
## Snap29              3.618028e-08  0.3104823 0.507 0.336  2.005002e-03       0
## Pdzd8               3.763592e-08  0.2646754 0.828 0.634  2.085670e-03       0
## Arhgef40            3.764974e-08  0.5509406 0.313 0.166  2.086436e-03       0
## Mthfd1l             3.782626e-08  0.1628655 0.813 0.638  2.096218e-03       0
## Cpsf2               3.801498e-08  0.3806299 0.485 0.317  2.106676e-03       0
## Zdhhc3              3.902598e-08  0.2932138 0.761 0.552  2.162702e-03       0
## Napa                4.059611e-08  0.3646273 0.739 0.527  2.249715e-03       0
## Gm12339             4.061486e-08  1.2261254 0.138 0.051  2.250754e-03       0
## Samd10              4.069076e-08  0.6201678 0.444 0.291  2.254960e-03       0
## Ifnar1              4.083617e-08  0.4299582 0.500 0.331  2.263018e-03       0
## Rdh14               4.099119e-08  0.4856348 0.526 0.363  2.271609e-03       0
## Tbcd                4.112125e-08  0.3584649 0.746 0.556  2.278816e-03       0
## Hras                4.272203e-08  0.3542920 0.724 0.516  2.367527e-03       0
## Gm10030             4.309153e-08  1.0441955 0.123 0.043  2.388004e-03       0
## Usp22               4.398605e-08  0.4404489 0.657 0.474  2.437575e-03       0
## Chchd1              4.592073e-08  0.2830351 0.709 0.475  2.544789e-03       0
## Lipc                4.634926e-08  0.8141709 0.295 0.158  2.568537e-03       0
## Usp29               4.635001e-08  0.5417649 0.429 0.260  2.568579e-03       0
## Epb41l5             4.684530e-08  0.2224675 0.743 0.560  2.596026e-03       0
## Rpn2                4.698100e-08  0.2418405 0.922 0.704  2.603546e-03       0
## Mdm1                4.706583e-08  0.3623945 0.511 0.336  2.608247e-03       0
## Naa50               4.734684e-08  0.3055300 0.571 0.378  2.623820e-03       0
## D830039M14Rik       4.765345e-08  2.1097407 0.075 0.018  2.640811e-03       0
## Cyp2c68             4.771591e-08  0.1743213 0.903 0.657  2.644273e-03       0
## Aptx                4.773096e-08  0.7120442 0.354 0.211  2.645107e-03       0
## Dennd6a             4.856445e-08  0.2429667 0.821 0.614  2.691296e-03       0
## Ttc36               4.936870e-08  1.0686171 0.261 0.138  2.735865e-03       0
## 9630028I04Rik       4.981225e-08  1.7923101 0.093 0.027  2.760445e-03       0
## Tmem80              5.006474e-08  0.4859045 0.455 0.295  2.774438e-03       0
## Syf2                5.007472e-08  0.3862078 0.743 0.547  2.774991e-03       0
## Copb2               5.090458e-08  0.2731268 0.896 0.693  2.820979e-03       0
## Rnh1                5.107625e-08  0.3452071 0.799 0.594  2.830492e-03       0
## Med1                5.116854e-08  0.3789280 0.698 0.528  2.835607e-03       0
## Kdm4b               5.118067e-08  0.3675837 0.571 0.392  2.836279e-03       0
## Dcxr                5.139585e-08  0.6516279 0.448 0.286  2.848204e-03       0
## Copb1               5.200654e-08  0.2993776 0.843 0.661  2.882047e-03       0
## Dbil5               5.229821e-08  2.5130245 0.052 0.010  2.898210e-03       0
## Lsm4                5.340394e-08  0.1207090 0.724 0.494  2.959486e-03       0
## Mindy3              5.343648e-08  0.2981714 0.627 0.433  2.961289e-03       0
## Plod1               5.388090e-08  0.6842970 0.175 0.074  2.985918e-03       0
## Pnrc2               5.408012e-08  0.3295922 0.616 0.436  2.996958e-03       0
## Tnnt1               5.409203e-08  1.0631372 0.261 0.139  2.997618e-03       0
## Gfod1               5.516786e-08  0.4307960 0.720 0.539  3.057237e-03       0
## Csk                 5.554129e-08  0.3108804 0.739 0.554  3.077932e-03       0
## Taf3                5.576886e-08  0.3966273 0.720 0.534  3.090543e-03       0
## Atg7                5.637649e-08  0.4544218 0.496 0.330  3.124216e-03       0
## Nxph3               5.794308e-08  1.2063499 0.146 0.056  3.211032e-03       0
## Polr1d              5.808875e-08  0.1908521 0.914 0.631  3.219104e-03       0
## Gm42477             5.815981e-08  0.4405080 0.437 0.268  3.223042e-03       0
## Scg3                5.922898e-08  0.3577841 0.963 0.713  3.282292e-03       0
## Spint1              5.927550e-08  0.1804439 0.974 0.789  3.284870e-03       0
## Rcor2               5.934303e-08  1.5012696 0.123 0.044  3.288613e-03       0
## Tsc2                5.995878e-08  0.3393051 0.444 0.289  3.322736e-03       0
## Timm17b             6.236351e-08  0.5908853 0.466 0.309  3.455999e-03       0
## Zmat5               6.262147e-08  0.4057459 0.522 0.369  3.470294e-03       0
## Clpp                6.267460e-08  0.2596271 0.675 0.480  3.473239e-03       0
## Csnk1a1             6.357783e-08  0.2090470 0.989 0.889  3.523292e-03       0
## Slc22a17            6.560787e-08  0.5173412 0.302 0.164  3.635791e-03       0
## Pip4k2c             6.561932e-08  0.5248880 0.537 0.378  3.636426e-03       0
## Pnkp                6.585168e-08  0.3936684 0.425 0.274  3.649303e-03       0
## Vps51               6.699828e-08  0.5551554 0.396 0.252  3.712844e-03       0
## Pafah1b3            6.723040e-08  0.3026791 0.578 0.391  3.725707e-03       0
## Plekhb1             6.906457e-08  1.2143692 0.198 0.092  3.827351e-03       0
## Zfp407              6.917319e-08  0.2146312 0.937 0.769  3.833371e-03       0
## Stx12               7.023583e-08  0.2123821 0.806 0.622  3.892259e-03       0
## Wdr45b              7.105748e-08  0.3503362 0.694 0.505  3.937792e-03       0
## Ash2l               7.273951e-08  0.4138940 0.623 0.444  4.031006e-03       0
## Tk2                 7.275991e-08  0.9630878 0.209 0.099  4.032136e-03       0
## Atp10a              7.415910e-08  0.6887265 0.112 0.037  4.109675e-03       0
## Tpp2                7.430749e-08  0.2119330 0.817 0.610  4.117898e-03       0
## Tug1                7.469423e-08  0.4111672 0.724 0.534  4.139330e-03       0
## Haus2               7.474305e-08  0.5528916 0.358 0.220  4.142035e-03       0
## Jade1               7.520702e-08  0.3785748 0.698 0.534  4.167748e-03       0
## ENSMUSG00000079808  7.530635e-08  3.3894227 0.022 0.001  4.173252e-03       0
## Hexim1              7.540567e-08  0.4442713 0.623 0.459  4.178756e-03       0
## Kcnj5               7.625315e-08  0.6689389 0.351 0.210  4.225721e-03       0
## Copg1               7.718169e-08  0.3220279 0.795 0.608  4.277178e-03       0
## Ece2                7.731943e-08  1.6881699 0.104 0.034  4.284811e-03       0
## Apbb1               7.767560e-08  0.6669553 0.384 0.238  4.304549e-03       0
## Supt16              7.780078e-08  0.1813653 0.754 0.539  4.311486e-03       0
## Yipf6               7.854961e-08  0.4629707 0.537 0.369  4.352984e-03       0
## Sipa1l3             7.870172e-08  0.1244703 0.925 0.740  4.361413e-03       0
## Sgpl1               7.893115e-08  0.2268407 0.851 0.633  4.374128e-03       0
## Akt1s1              7.972207e-08  0.5728037 0.504 0.363  4.417958e-03       0
## Pgm1                8.004471e-08  0.6039280 0.433 0.288  4.435838e-03       0
## Gm11964             8.046256e-08  2.3277600 0.063 0.014  4.458994e-03       0
## Hnrnph1             8.063964e-08  0.3083222 0.910 0.748  4.468807e-03       0
## Zfp62               8.067251e-08  0.6234661 0.522 0.360  4.470629e-03       0
## Psmb1               8.084062e-08  0.2509207 0.955 0.713  4.479945e-03       0
## Slc35f5             8.164353e-08  0.3782565 0.646 0.467  4.524439e-03       0
## Gdf15               8.218743e-08  1.4084949 0.213 0.103  4.554581e-03       0
## Rabif               8.238064e-08  0.4542717 0.444 0.286  4.565288e-03       0
## Srp9                8.385091e-08  0.1981779 0.825 0.584  4.646766e-03       0
## Gm19217             8.418137e-08  2.4890011 0.041 0.006  4.665079e-03       0
## B4galnt2            8.571098e-08  0.3973776 0.851 0.683  4.749846e-03       0
## Faf2                8.595244e-08  0.3017485 0.784 0.589  4.763227e-03       0
## Traf4               8.622042e-08  0.6957259 0.366 0.229  4.778077e-03       0
## Hspa4               8.720093e-08  0.2050938 0.899 0.702  4.832414e-03       0
## 9030204H09Rik       8.795430e-08  3.0923813 0.037 0.005  4.874164e-03       0
## 1110004F10Rik       8.850321e-08  0.2412683 0.843 0.610  4.904583e-03       0
## Itga6               8.859230e-08  0.2033153 0.974 0.835  4.909519e-03       0
## Atp6ap2             8.992611e-08  0.2894136 0.892 0.682  4.983435e-03       0
## Chd8                9.012923e-08  0.1827208 0.858 0.662  4.994691e-03       0
## Dph3                9.184205e-08  0.2428236 0.679 0.462  5.089611e-03       0
## Arhgef28            9.261715e-08  0.2190029 0.951 0.759  5.132565e-03       0
## Zcchc10             9.300085e-08  0.9536421 0.317 0.188  5.153828e-03       0
## Shisa4              9.323177e-08  1.7070340 0.108 0.036  5.166625e-03       0
## Atp13a1             9.370912e-08  0.3255501 0.563 0.392  5.193078e-03       0
## Dda1                9.386144e-08  0.4070349 0.563 0.399  5.201519e-03       0
## Mad2l2              9.417112e-08  1.0186554 0.187 0.086  5.218681e-03       0
## Rnd3                9.516159e-08  0.5666033 0.549 0.372  5.273570e-03       0
## Plekhm1             9.526130e-08  0.4469455 0.493 0.326  5.279095e-03       0
## 1700071M16Rik       9.616366e-08  2.5971876 0.037 0.005  5.329102e-03       0
## Ywhag               9.633780e-08  0.2920469 0.795 0.573  5.338752e-03       0
## Tbc1d13             9.634124e-08  0.3569766 0.515 0.352  5.338942e-03       0
## Gm16559             9.675985e-08  1.8333431 0.101 0.033  5.362141e-03       0
## Ddah2               9.746418e-08  1.2134048 0.198 0.094  5.401173e-03       0
## Spring1             9.811484e-08  0.8644274 0.250 0.130  5.437230e-03       0
## Npr1                9.815626e-08  1.1589027 0.146 0.059  5.439525e-03       0
## Serpinb1c           1.004947e-07  1.9745480 0.034 0.004  5.569114e-03       0
## Drosha              1.011295e-07  0.2851577 0.608 0.412  5.604292e-03       0
## Mfsd11              1.011340e-07  0.3092397 0.511 0.340  5.604541e-03       0
## Rnf103              1.024269e-07  0.3531817 0.851 0.672  5.676189e-03       0
## Vbp1                1.031904e-07  0.3493847 0.623 0.456  5.718502e-03       0
## Wnk1                1.034697e-07  0.1951655 0.970 0.845  5.733980e-03       0
## D030045P18Rik       1.046758e-07  4.5914363 0.015 0.000  5.800821e-03       0
## Spata20             1.046758e-07  4.2773324 0.015 0.000  5.800821e-03       0
## Airn                1.050121e-07  0.1764501 0.996 0.844  5.819457e-03       0
## Polr2e              1.050247e-07  0.4746044 0.612 0.423  5.820152e-03       0
## Gm15716             1.066578e-07  1.3743828 0.097 0.030  5.910654e-03       0
## Wdr37               1.071537e-07  0.3174669 0.575 0.405  5.938138e-03       0
## Vav2                1.085771e-07  0.3947480 0.519 0.343  6.017016e-03       0
## U2af2               1.093206e-07  0.2733118 0.664 0.501  6.058219e-03       0
## Dnajb2              1.099996e-07  0.4850427 0.511 0.353  6.095847e-03       0
## Smim13              1.100331e-07  0.4584315 0.593 0.420  6.097707e-03       0
## Ptpn11              1.116454e-07  0.4100226 0.653 0.478  6.187055e-03       0
## Trappc6b            1.129439e-07  0.2163077 0.843 0.604  6.259013e-03       0
## Llph                1.134081e-07  0.2688658 0.638 0.434  6.284734e-03       0
## Aim2                1.151391e-07  0.2578554 0.474 0.302  6.380666e-03       0
## Klhl32              1.160094e-07  0.1348023 0.802 0.568  6.428893e-03       0
## Klf4                1.166791e-07  0.4253486 0.784 0.577  6.466005e-03       0
## Uap1l1              1.167148e-07  0.3858060 0.687 0.509  6.467984e-03       0
## Itpa                1.168356e-07  0.6767273 0.459 0.313  6.474676e-03       0
## Fam98c              1.176211e-07  0.3711730 0.675 0.499  6.518210e-03       0
## Ik                  1.178319e-07  0.3044604 0.728 0.519  6.529888e-03       0
## 5730419F03Rik       1.178729e-07  0.2702761 0.537 0.363  6.532161e-03       0
## Cdkal1              1.185455e-07  0.2508886 0.884 0.712  6.569438e-03       0
## Ryk                 1.194350e-07  0.3116146 0.743 0.566  6.618729e-03       0
## Sp4                 1.198781e-07  0.5500217 0.448 0.291  6.643286e-03       0
## Gm49785             1.234244e-07  1.8186085 0.101 0.033  6.839808e-03       0
## Cwc15               1.245690e-07  0.3118990 0.716 0.519  6.903240e-03       0
## Plekhm3             1.289621e-07  0.1640076 0.866 0.679  7.146695e-03       0
## Lcat                1.293085e-07  4.0045967 0.019 0.001  7.165887e-03       0
## Iglc2               1.293085e-07  3.9862919 0.019 0.001  7.165887e-03       0
## Tspan4              1.294007e-07  2.5981152 0.067 0.016  7.170996e-03       0
## Cse1l               1.312431e-07  0.2812132 0.481 0.315  7.273100e-03       0
## Dok4                1.315948e-07  0.3049794 0.489 0.320  7.292589e-03       0
## Hnrnpf              1.317275e-07  0.1674614 0.933 0.699  7.299945e-03       0
## Lrfn3               1.330802e-07  0.4080802 0.384 0.242  7.374905e-03       0
## Cbln1               1.334200e-07  3.4421351 0.019 0.001  7.393736e-03       0
## Egr1                1.361745e-07  0.4608759 0.694 0.515  7.546382e-03       0
## Mal2                1.372600e-07  0.3516226 0.649 0.467  7.606537e-03       0
## Harbi1              1.375445e-07  0.6027432 0.369 0.227  7.622305e-03       0
## Mbd5                1.388128e-07  0.1522344 0.989 0.835  7.692589e-03       0
## Zmym2               1.415137e-07  0.2570568 0.854 0.672  7.842264e-03       0
## Dnajb1              1.456063e-07  0.4837456 0.664 0.494  8.069064e-03       0
## Zfp319              1.456150e-07  1.0797208 0.224 0.118  8.069547e-03       0
## Txndc5              1.462280e-07  0.1414555 0.810 0.578  8.103518e-03       0
## Tubb4a              1.466090e-07  1.0338420 0.146 0.058  8.124629e-03       0
## Npc2                1.473615e-07  0.2455922 0.817 0.579  8.166333e-03       0
## Nfkb2               1.475016e-07  0.7172280 0.325 0.190  8.174098e-03       0
## Gm19445             1.490978e-07  0.7325115 0.198 0.089  8.262552e-03       0
## Cyp2d38-ps          1.534946e-07  2.5046362 0.045 0.007  8.506210e-03       0
## Dpp3                1.539278e-07  0.2376900 0.675 0.482  8.530219e-03       0
## Cpeb3               1.552768e-07  0.2744112 0.791 0.623  8.604973e-03       0
## Ccdc97              1.592237e-07  0.5533114 0.366 0.221  8.823698e-03       0
## Frmd8os             1.650433e-07  0.8468643 0.149 0.061  9.146206e-03       0
## Ppp4c               1.656724e-07  0.3027209 0.690 0.502  9.181069e-03       0
## Thoc7               1.687042e-07  0.1309022 0.877 0.657  9.349083e-03       0
## Rtf1                1.694134e-07  0.2093969 0.888 0.682  9.388385e-03       0
## Gm42551             1.711520e-07  1.0003818 0.198 0.094  9.484733e-03       0
## Slc22a4             1.716553e-07  0.4028134 0.291 0.157  9.512621e-03       0
## Ttc33               1.729975e-07  0.4448038 0.552 0.387  9.587005e-03       0
## Gstm5               1.736638e-07  0.3375505 0.496 0.330  9.623929e-03       0
## Jakmip1             1.738442e-07  0.4365388 0.507 0.338  9.633924e-03       0
## E130309D02Rik       1.762511e-07  0.9236837 0.265 0.149  9.767306e-03       0
## Gm44982             1.771058e-07  1.8295870 0.067 0.016  9.814674e-03       0
## Carhsp1             1.775826e-07  0.2371047 0.687 0.484  9.841097e-03       0
## Btbd9               1.815939e-07  0.1882146 0.922 0.766  1.006339e-02       0
## Ppp2r5b             1.836873e-07  0.4491249 0.500 0.331  1.017940e-02       0
## Mapk1               1.840194e-07  0.2143318 0.959 0.783  1.019780e-02       0
## Gem                 1.846725e-07  0.7150610 0.306 0.174  1.023399e-02       0
## Bcl9l               1.871741e-07  0.4471356 0.455 0.308  1.037263e-02       0
## Pomgnt1             1.905259e-07  0.5454592 0.466 0.315  1.055837e-02       0
## Dnajc3              1.912603e-07  0.2470700 0.892 0.694  1.059907e-02       0
## Cnot1               1.918785e-07  0.2476920 0.914 0.759  1.063333e-02       0
## Slit3               1.930850e-07  0.5418726 0.291 0.159  1.070019e-02       0
## 2610008E11Rik       1.935751e-07  0.3409497 0.493 0.328  1.072735e-02       0
## Clec14a             1.974831e-07  1.3110195 0.104 0.035  1.094392e-02       0
## Emc7                2.006671e-07  0.3595192 0.731 0.533  1.112037e-02       0
## Arhgap12            2.021081e-07  0.2749237 0.892 0.725  1.120022e-02       0
## H2bu2               2.032565e-07  1.0889300 0.261 0.147  1.126386e-02       0
## Srgap1              2.085723e-07  0.1392843 0.802 0.586  1.155845e-02       0
## Gnl3l               2.108404e-07  0.3158354 0.660 0.492  1.168414e-02       0
## Lrrc2               2.119926e-07  1.2586733 0.119 0.043  1.174800e-02       0
## Dock6               2.126147e-07  0.1588016 0.802 0.578  1.178247e-02       0
## Rc3h2               2.185529e-07  0.2359664 0.836 0.685  1.211155e-02       0
## Tjp2                2.190790e-07  0.1494755 0.918 0.789  1.214070e-02       0
## Rrp1                2.275155e-07  0.2477962 0.832 0.614  1.260822e-02       0
## Ctsz                2.275385e-07  0.3133651 0.825 0.593  1.260950e-02       0
## Ddb1                2.310016e-07  0.2208783 0.873 0.651  1.280141e-02       0
## Pebp4               2.346004e-07  3.4139452 0.026 0.002  1.300085e-02       0
## Cutal               2.363232e-07  0.6720960 0.392 0.248  1.309633e-02       0
## Fbxw5               2.366749e-07  0.5613645 0.433 0.288  1.311581e-02       0
## Gm43776             2.372215e-07  2.3185440 0.041 0.006  1.314611e-02       0
## Snapc1              2.380430e-07  0.6740896 0.396 0.261  1.319163e-02       0
## Ccar2               2.380646e-07  0.7021855 0.381 0.241  1.319283e-02       0
## Spcs2               2.426286e-07  0.1319688 0.933 0.691  1.344575e-02       0
## Ntmt1               2.435670e-07  0.4372601 0.418 0.273  1.349775e-02       0
## Pomc                2.451105e-07  0.6686660 0.213 0.105  1.358329e-02       0
## Baz1a               2.455622e-07  0.2146785 0.713 0.512  1.360832e-02       0
## Arf1                2.468010e-07  0.1992647 0.978 0.800  1.367697e-02       0
## Trim32              2.471118e-07  1.0657277 0.224 0.118  1.369419e-02       0
## Slc35g2             2.477333e-07  0.4488816 0.545 0.369  1.372864e-02       0
## Gcn1                2.483225e-07  0.2810517 0.675 0.499  1.376129e-02       0
## Sar1b               2.503165e-07  0.1797127 0.854 0.637  1.387179e-02       0
## Gm4708              2.506880e-07  1.2448104 0.134 0.053  1.389237e-02       0
## Akr1a1              2.559102e-07  0.2131472 0.996 0.816  1.418178e-02       0
## Gm30524             2.603802e-07  0.3904200 0.381 0.221  1.442949e-02       0
## Hsdl1               2.605515e-07  0.5251101 0.459 0.315  1.443898e-02       0
## Ubtf                2.636808e-07  0.2512212 0.802 0.602  1.461240e-02       0
## Abca7               2.650760e-07  0.2104933 0.810 0.613  1.468972e-02       0
## Exoc5               2.663507e-07  0.2628408 0.825 0.651  1.476035e-02       0
## Ubald2              2.670269e-07  0.1936380 0.772 0.565  1.479783e-02       0
## Mir703              2.683753e-07  0.4668276 0.470 0.313  1.487255e-02       0
## Fam117a             2.693890e-07  0.2163161 0.672 0.480  1.492873e-02       0
## Cdc42ep4            2.730386e-07  0.4183857 0.507 0.350  1.513098e-02       0
## Atg101              2.732083e-07  0.6014980 0.466 0.324  1.514038e-02       0
## Opa3                2.744982e-07  0.2730592 0.638 0.456  1.521187e-02       0
## Gm16286             2.781361e-07  0.4921962 0.612 0.451  1.541347e-02       0
## Lamp2               2.840128e-07  0.2668150 0.907 0.735  1.573914e-02       0
## Gm4065              2.857639e-07  0.9005822 0.220 0.113  1.583618e-02       0
## Ubxn8               2.909035e-07  0.7471904 0.343 0.218  1.612100e-02       0
## Cyth1               2.923963e-07  0.1655609 0.743 0.558  1.620372e-02       0
## Kras                2.974422e-07  0.2454690 0.884 0.680  1.648335e-02       0
## Plscr3              2.989760e-07  0.7726558 0.340 0.212  1.656835e-02       0
## Tmc6                2.994014e-07  0.2919897 0.519 0.353  1.659193e-02       0
## Sox5os2             3.006479e-07  2.7280074 0.037 0.005  1.666101e-02       0
## Plekha3             3.019192e-07  0.3749555 0.541 0.387  1.673146e-02       0
## Cdk18               3.046089e-07  0.1967444 0.496 0.322  1.688051e-02       0
## Zswim8              3.053014e-07  0.2573427 0.716 0.547  1.691888e-02       0
## Rassf3              3.087598e-07  0.2830139 0.866 0.680  1.711054e-02       0
## Arfrp1              3.097082e-07  0.4924519 0.474 0.324  1.716310e-02       0
## Eif4g3              3.151478e-07  0.2130542 0.940 0.787  1.746455e-02       0
## Zfat                3.163888e-07  0.7843678 0.336 0.205  1.753332e-02       0
## Aurkaip1            3.213632e-07  0.2310015 0.664 0.468  1.780898e-02       0
## Mvb12a              3.250721e-07  0.2931293 0.724 0.506  1.801452e-02       0
## Vps72               3.261043e-07  0.2411276 0.619 0.464  1.807172e-02       0
## Ctsd                3.264691e-07  0.2043977 0.810 0.609  1.809194e-02       0
## Pigk                3.331526e-07  0.4251041 0.526 0.360  1.846232e-02       0
## Gm13203             3.333615e-07  0.8303805 0.257 0.141  1.847389e-02       0
## Sh3glb1             3.363730e-07  0.1692497 0.944 0.800  1.864078e-02       0
## Pik3ap1             3.402977e-07  0.9807448 0.198 0.095  1.885828e-02       0
## Lypla1              3.435835e-07  0.1308402 0.944 0.721  1.904037e-02       0
## Catsperd            3.442584e-07  1.1927877 0.142 0.059  1.907777e-02       0
## Trim62              3.500532e-07  0.5143847 0.485 0.335  1.939890e-02       0
## Klf9                3.622594e-07  0.3713836 0.709 0.543  2.007533e-02       0
## Cenpc1              3.717464e-07  0.3293412 0.586 0.418  2.060107e-02       0
## Bmp2k               3.751020e-07  0.2185900 0.549 0.377  2.078703e-02       0
## Hspa5               3.761765e-07  0.2619098 0.993 0.840  2.084657e-02       0
## Adora3              3.792190e-07  0.5826421 0.235 0.118  2.101518e-02       0
## S100a3              3.792798e-07  1.6720169 0.060 0.014  2.101855e-02       0
## Dtd1                3.792980e-07  0.3531067 0.694 0.535  2.101956e-02       0
## Ric3                3.835786e-07  0.5957731 0.399 0.263  2.125678e-02       0
## Fads3               3.842493e-07  1.0683702 0.246 0.137  2.129394e-02       0
## Parg                3.847497e-07  0.2361040 0.746 0.584  2.132167e-02       0
## Tmem192             3.851660e-07  0.4305084 0.474 0.331  2.134475e-02       0
## Ankrd52             3.861392e-07  0.4457591 0.444 0.301  2.139868e-02       0
## H3c15               3.872673e-07  1.4209192 0.157 0.069  2.146119e-02       0
## Pafah1b2            3.892268e-07  0.3010404 0.664 0.506  2.156978e-02       0
## Cttn                3.971716e-07  0.1524083 0.739 0.530  2.201006e-02       0
## Cnot2               3.980410e-07  0.2796308 0.843 0.665  2.205824e-02       0
## Tbcc                4.027163e-07  0.5309696 0.410 0.276  2.231733e-02       0
## Copz1               4.034237e-07  0.1733503 0.836 0.628  2.235653e-02       0
## Ints1               4.034686e-07  0.3265559 0.489 0.335  2.235902e-02       0
## Mpnd                4.042297e-07  0.2528632 0.690 0.494  2.240120e-02       0
## Prkaca              4.077080e-07  0.2918506 0.549 0.391  2.259396e-02       0
## Fdft1               4.120811e-07  0.4209079 0.493 0.346  2.283630e-02       0
## Lemd2               4.159412e-07  0.5373407 0.463 0.316  2.305021e-02       0
## Wfdc2               4.215120e-07  0.3311866 0.269 0.144  2.335893e-02       0
## Mcm10               4.253374e-07  0.5521263 0.239 0.124  2.357092e-02       0
## Vps33a              4.364677e-07  0.4668414 0.455 0.306  2.418773e-02       0
## Prom1               4.387548e-07  0.1292188 0.541 0.345  2.431447e-02       0
## Mrps34              4.486829e-07  0.3061402 0.578 0.395  2.486466e-02       0
## Rdh12               4.491453e-07  1.2553068 0.142 0.059  2.489029e-02       0
## Actr10              4.570918e-07  0.2850840 0.761 0.557  2.533066e-02       0
## Csnk2a2             4.579502e-07  0.3587942 0.631 0.446  2.537823e-02       0
## Tspyl1              4.617428e-07  0.4128905 0.549 0.395  2.558840e-02       0
## Ganab               4.644732e-07  0.3772832 0.698 0.537  2.573971e-02       0
## Csta2               4.650059e-07  1.8103524 0.071 0.019  2.576923e-02       0
## Bcl2l1              4.736176e-07  0.1598762 0.772 0.596  2.624646e-02       0
## Pcnx                4.774037e-07  0.1952897 0.940 0.823  2.645628e-02       0
## Gbe1                4.790510e-07  0.3868705 0.433 0.285  2.654757e-02       0
## Urm1                4.848056e-07  0.5000996 0.519 0.372  2.686647e-02       0
## H4c12               4.899273e-07  3.6143269 0.041 0.007  2.715030e-02       0
## Rbm22               4.912308e-07  0.4182984 0.489 0.334  2.722254e-02       0
## Eif4g1              4.934959e-07  0.1845417 0.970 0.790  2.734806e-02       0
## Mdm2                4.939394e-07  0.1002065 0.806 0.595  2.737264e-02       0
## Ppat                4.974356e-07  0.3979404 0.366 0.222  2.756639e-02       0
## Gpcpd1              5.010025e-07  0.1790162 0.772 0.583  2.776405e-02       0
## Usp7                5.010684e-07  0.1943192 0.832 0.655  2.776771e-02       0
## Rasa2               5.012366e-07  0.1062250 0.937 0.778  2.777703e-02       0
## Tmem251             5.034918e-07  0.9959099 0.280 0.168  2.790200e-02       0
## Gm45353             5.050350e-07  1.7647997 0.112 0.042  2.798753e-02       0
## Scap                5.111898e-07  0.3171425 0.638 0.462  2.832860e-02       0
## Crmp1               5.149640e-07  0.7782962 0.235 0.120  2.853776e-02       0
## Gm20755             5.170098e-07  1.8519567 0.090 0.029  2.865113e-02       0
## Ctdp1               5.183471e-07  0.4767858 0.362 0.226  2.872524e-02       0
## Mab21l4             5.253260e-07  1.1042086 0.243 0.132  2.911199e-02       0
## Actl6a              5.256054e-07  0.3662148 0.519 0.359  2.912747e-02       0
## Washc2              5.331850e-07  0.3251623 0.675 0.517  2.954751e-02       0
## Saa3                5.344728e-07  2.8214618 0.041 0.007  2.961888e-02       0
## Prdm2               5.439527e-07  0.2484559 0.858 0.674  3.014423e-02       0
## Mlf2                5.530481e-07  0.2019314 0.840 0.621  3.064826e-02       0
## Fpgt                5.537761e-07  0.6060179 0.280 0.164  3.068861e-02       0
## Kat8                5.580604e-07  0.6457672 0.369 0.235  3.092603e-02       0
## Tnfsf15             5.629135e-07  1.2739837 0.104 0.036  3.119498e-02       0
## Zmym4               5.634606e-07  0.1935365 0.843 0.655  3.122529e-02       0
## Elf4                5.668519e-07  0.1339291 0.750 0.546  3.141323e-02       0
## Ythdf3              5.696817e-07  0.1521009 0.918 0.735  3.157005e-02       0
## Pkp2                5.700975e-07  0.2013454 0.724 0.546  3.159310e-02       0
## Ptk7                5.836181e-07  0.6165119 0.269 0.152  3.234236e-02       0
## Trappc8             5.838670e-07  0.1438032 0.847 0.669  3.235616e-02       0
## Gm36642             5.899153e-07  1.8169958 0.041 0.007  3.269134e-02       0
## Shc1                5.936049e-07  0.4531651 0.399 0.265  3.289581e-02       0
## Aldh7a1             5.959531e-07  0.5465964 0.515 0.361  3.302594e-02       0
## Ociad1              5.994605e-07  0.2338303 0.668 0.490  3.322030e-02       0
## Oxsm                6.134518e-07  0.4963793 0.261 0.143  3.399566e-02       0
## mt-Ts2              6.258671e-07  0.5221587 0.246 0.130  3.468368e-02       0
## Mospd1              6.297836e-07  0.5780322 0.396 0.269  3.490072e-02       0
## St6gal2             6.308199e-07  1.2001144 0.086 0.026  3.495815e-02       0
## 0610040F04Rik       6.356278e-07  1.5680779 0.131 0.053  3.522459e-02       0
## D230025D16Rik       6.375394e-07  0.4792210 0.511 0.368  3.533052e-02       0
## Mocs2               6.388747e-07  0.1442481 0.784 0.602  3.540452e-02       0
## Vwa3b               6.522070e-07  1.3302983 0.108 0.039  3.614336e-02       0
## Men1                6.712371e-07  0.4921338 0.362 0.229  3.719795e-02       0
## Ssu72               6.743801e-07  0.2892742 0.854 0.644  3.737212e-02       0
## Atp5l               6.764537e-07  0.1386276 0.791 0.556  3.748703e-02       0
## Zfp36l2             6.767751e-07  0.1821563 0.470 0.300  3.750485e-02       0
## Pdlim4              6.807365e-07  0.4644642 0.164 0.072  3.772437e-02       0
## Lyrm9               6.900737e-07  0.4957221 0.504 0.352  3.824182e-02       0
## Coro1c              6.966369e-07  0.1663041 0.825 0.619  3.860553e-02       0
## Polr2j              7.070767e-07  0.2602003 0.731 0.513  3.918407e-02       0
## Rnf4                7.117495e-07  0.3449445 0.571 0.403  3.944302e-02       0
## Dpm2                7.256846e-07  0.4579909 0.537 0.391  4.021526e-02       0
## Gimap1os            7.316715e-07  1.2396537 0.134 0.055  4.054704e-02       0
## Slc35f6             7.359011e-07  0.7017551 0.261 0.147  4.078143e-02       0
## Fus                 7.492682e-07  0.2337095 0.922 0.777  4.152220e-02       0
## Dnajc8              7.537148e-07  0.2245622 0.713 0.544  4.176861e-02       0
## Ap1m1               7.626979e-07  0.4565050 0.392 0.247  4.226643e-02       0
## Parp4               7.734279e-07  0.1639931 0.828 0.657  4.286105e-02       0
## Gm7450              7.742254e-07  0.3635941 0.146 0.060  4.290525e-02       0
## Marchf9             7.881492e-07  0.7033448 0.369 0.247  4.367686e-02       0
## Atp2b4              7.985698e-07  0.3963775 0.321 0.183  4.425434e-02       0
## Gm44511             8.168742e-07  0.3175165 0.545 0.395  4.526872e-02       0
## Slc30a9             8.170065e-07  0.2789692 0.735 0.562  4.527605e-02       0
## Esf1                8.176931e-07  0.2986541 0.563 0.409  4.531410e-02       0
## Gm26877             8.199468e-07  1.6160821 0.037 0.006  4.543899e-02       0
## Eif2b4              8.240040e-07  0.3949927 0.474 0.328  4.566383e-02       0
## Rwdd1               8.431433e-07  0.2538680 0.757 0.539  4.672447e-02       0
## Clrn3               8.574180e-07  0.2384976 0.776 0.577  4.751553e-02       0
## Gnb1                8.575753e-07  0.1134162 0.985 0.885  4.752425e-02       0
## Ppp2r1a             8.653013e-07  0.3022730 0.687 0.501  4.795240e-02       0
## Gatad1              8.702166e-07  0.2258864 0.731 0.527  4.822479e-02       0
## Fam110a             8.713339e-07  0.8232908 0.269 0.153  4.828671e-02       0
## Timm10b             8.738685e-07  0.3112090 0.578 0.407  4.842717e-02       0
## Gstm6               8.760071e-07  0.6082119 0.321 0.199  4.854568e-02       0
## Ate1                8.846688e-07  0.2742481 0.604 0.441  4.902569e-02       0
## Atp8a1              8.925952e-07  0.3105669 0.840 0.694  4.946495e-02       0
## Stam2               8.943454e-07  0.1497893 0.743 0.549  4.956194e-02       0
## Gm43210             9.015460e-07  0.5971002 0.201 0.097  4.996098e-02       0
## Cgrrf1              9.088067e-07  0.3907528 0.399 0.263  5.036334e-02       0
## Pdcd2l              9.134996e-07  0.6480628 0.328 0.206  5.062341e-02       0
## Atp2a2              9.159916e-07  0.1759483 0.981 0.821  5.076151e-02       0
## Mpdu1               9.239565e-07  0.3577564 0.604 0.426  5.120290e-02       0
## B630019K06Rik       9.343617e-07  0.5676810 0.362 0.233  5.177953e-02       0
## Hmgxb3              9.368402e-07  0.3730260 0.448 0.301  5.191687e-02       0
## Pgs1                9.378364e-07  0.2348623 0.601 0.436  5.197208e-02       0
## Fbxw2               9.433602e-07  0.2919699 0.631 0.459  5.227819e-02       0
## Swi5                9.553583e-07  0.1828261 0.873 0.623  5.294309e-02       0
## Gm7990              9.584517e-07  1.3420159 0.067 0.018  5.311452e-02       0
## Tcp11l1             9.644206e-07  0.5475371 0.310 0.182  5.344529e-02       0
## Sec14l1             9.708398e-07  0.3432170 0.481 0.325  5.380103e-02       0
## Cnbp                9.775011e-07  0.1917457 0.869 0.652  5.417018e-02       0
## Polr2b              1.000590e-06  0.3352919 0.507 0.361  5.544972e-02       0
## Paip2               1.007227e-06  0.2060130 0.914 0.717  5.581749e-02       0
## Rictor              1.012845e-06  0.1900330 0.799 0.627  5.612883e-02       0
## Gdi2                1.029890e-06  0.1789275 0.948 0.758  5.707340e-02       0
## Mxra7               1.037118e-06  0.4490046 0.213 0.108  5.747398e-02       0
## Ltbr                1.045079e-06  0.2812853 0.515 0.352  5.791515e-02       0
## Usp4                1.050079e-06  0.1732708 0.754 0.562  5.819223e-02       0
## Nudt15              1.051838e-06  1.8351627 0.090 0.030  5.828972e-02       0
## Usf3                1.054895e-06  0.1467815 0.739 0.560  5.845911e-02       0
## Gm29036             1.069653e-06  1.0243024 0.164 0.075  5.927698e-02       0
## Scn2a               1.071009e-06  1.0490715 0.075 0.022  5.935211e-02       0
## Gm37985             1.072301e-06  0.5643978 0.187 0.090  5.942370e-02       0
## Mfap1a              1.086831e-06  0.3900545 0.425 0.288  6.022891e-02       0
## 9930120I10Rik       1.104566e-06  0.8806983 0.160 0.073  6.121176e-02       0
## Ube2i               1.110010e-06  0.2308787 0.843 0.632  6.151342e-02       0
## Vipas39             1.112777e-06  0.4058776 0.459 0.316  6.166679e-02       0
## Kin                 1.115304e-06  0.3356838 0.571 0.412  6.180677e-02       0
## Gprin1              1.123145e-06  0.9433601 0.183 0.088  6.224132e-02       0
## Gm42837             1.139697e-06  1.5780902 0.060 0.015  6.315860e-02       0
## Aifm3               1.143542e-06  0.9933652 0.086 0.027  6.337169e-02       0
## Ppp1r37             1.174344e-06  0.2292355 0.694 0.524  6.507860e-02       0
## Acbd5               1.192684e-06  0.3055202 0.866 0.687  6.609494e-02       0
## Hmg20b              1.196853e-06  0.2155266 0.728 0.543  6.632603e-02       0
## Slc25a16            1.198300e-06  0.5902606 0.354 0.229  6.640618e-02       0
## Orc4                1.207066e-06  0.2324847 0.627 0.453  6.689197e-02       0
## Aftph               1.209575e-06  0.1928619 0.869 0.684  6.703102e-02       0
## Mfsd13a             1.213685e-06  0.5385249 0.306 0.189  6.725879e-02       0
## Mrpl57              1.218744e-06  0.1372249 0.731 0.508  6.753913e-02       0
## Gm34961             1.229822e-06  0.5366660 0.194 0.095  6.815303e-02       0
## Olfr827             1.233701e-06  2.3842959 0.034 0.005  6.836799e-02       0
## Gm44867             1.246119e-06  1.2720322 0.082 0.026  6.905620e-02       0
## Sergef              1.246304e-06  0.2963332 0.474 0.317  6.906643e-02       0
## Cyp2d12             1.248012e-06  3.5228628 0.026 0.003  6.916108e-02       0
## Zfp358              1.248152e-06  0.7758517 0.302 0.183  6.916883e-02       0
## Hnrnpm              1.256287e-06  0.1589336 0.899 0.744  6.961965e-02       0
## Iqce                1.258265e-06  0.4808418 0.366 0.230  6.972928e-02       0
## Uqcc3               1.273199e-06  0.3767028 0.608 0.424  7.055686e-02       0
## Ube2m               1.275847e-06  0.1315715 0.731 0.530  7.070363e-02       0
## Gm49692             1.284791e-06  0.8487384 0.235 0.128  7.119927e-02       0
## Bola1               1.293323e-06  0.5605094 0.407 0.269  7.167209e-02       0
## Mfsd1               1.295560e-06  0.5365484 0.425 0.291  7.179605e-02       0
## Zcchc17             1.302596e-06  0.4300955 0.582 0.429  7.218595e-02       0
## Gm43112             1.306595e-06  1.4565556 0.075 0.022  7.240760e-02       0
## Mrpl10              1.308745e-06  0.3605616 0.418 0.270  7.252671e-02       0
## Cbfb                1.318500e-06  0.2224437 0.795 0.600  7.306729e-02       0
## Tubb2a              1.321067e-06  0.4437196 0.422 0.285  7.320958e-02       0
## Kdm8                1.325131e-06  1.0263933 0.160 0.075  7.343477e-02       0
## Gabarapl2           1.337667e-06  0.1826617 0.937 0.706  7.412950e-02       0
## Pcif1               1.345864e-06  0.3311897 0.616 0.457  7.458375e-02       0
## B930095G15Rik       1.348739e-06  0.4953526 0.403 0.275  7.474305e-02       0
## Cct7                1.363443e-06  0.1896383 0.888 0.641  7.555792e-02       0
## Prmt1               1.367657e-06  0.3454025 0.556 0.404  7.579146e-02       0
## Abca3               1.372995e-06  0.2010083 0.575 0.426  7.608724e-02       0
## Tns4                1.378142e-06  1.1656738 0.146 0.064  7.637250e-02       0
## Sh3bp5l             1.396577e-06  0.5405089 0.489 0.350  7.739412e-02       0
## Zfp113              1.407923e-06  0.5325563 0.392 0.257  7.802286e-02       0
## Nfkb1               1.408504e-06  0.1661912 0.974 0.836  7.805508e-02       0
## Gm10138             1.409405e-06  0.9197006 0.340 0.218  7.810502e-02       0
## Shld1               1.422847e-06  0.5148798 0.437 0.301  7.884989e-02       0
## Mb21d2              1.434075e-06  0.3778695 0.481 0.330  7.947212e-02       0
## Aga                 1.451910e-06  0.2186008 0.634 0.443  8.046051e-02       0
## Cdk20               1.454382e-06  1.6650775 0.097 0.034  8.059748e-02       0
## Nap1l4              1.457962e-06  0.1933341 0.698 0.530  8.079586e-02       0
## Gm10053             1.462960e-06  0.9496925 0.160 0.074  8.107283e-02       0
## Ppp2cb              1.514494e-06  0.2302361 0.638 0.466  8.392873e-02       0
## Arpc4               1.517364e-06  0.1555014 0.731 0.549  8.408777e-02       0
## Psmd14              1.524694e-06  0.2411221 0.776 0.601  8.449397e-02       0
## Rabac1              1.546784e-06  0.3447276 0.709 0.529  8.571813e-02       0
## Pfdn2               1.555096e-06  0.3564905 0.709 0.524  8.617876e-02       0
## Ufm1                1.556088e-06  0.2881501 0.701 0.528  8.623371e-02       0
## Pawr                1.556313e-06  0.2307629 0.832 0.648  8.624619e-02       0
## Triqk               1.566345e-06  0.4135016 0.444 0.292  8.680213e-02       0
## Cdk5r2              1.576668e-06  0.5000998 0.377 0.244  8.737423e-02       0
## Dnajc2              1.586802e-06  0.1031889 0.552 0.387  8.793583e-02       0
## H2-Q10              1.597945e-06  1.4862241 0.116 0.046  8.855332e-02       0
## Tpm4                1.609829e-06  0.2858944 0.784 0.606  8.921188e-02       0
## Poc1b               1.615954e-06  0.2440384 0.765 0.566  8.955132e-02       0
## Stk16               1.629056e-06  0.2483762 0.698 0.517  9.027739e-02       0
## Kdm5c               1.652737e-06  0.1711320 0.858 0.706  9.158971e-02       0
## Dmwd                1.655455e-06  0.6969340 0.284 0.165  9.174033e-02       0
## Entpd7              1.657946e-06  0.1993850 0.698 0.530  9.187838e-02       0
## Smg9                1.742444e-06  0.3199885 0.448 0.302  9.656101e-02       0
## Fsd2                1.756346e-06  1.6389140 0.060 0.015  9.733144e-02       0
## Gm37524             1.768938e-06  0.3119768 0.280 0.159  9.802924e-02       0
## Marchf4             1.773555e-06  0.1144563 0.664 0.481  9.828509e-02       0
## Rtn4r               1.788927e-06  0.6511042 0.291 0.172  9.913698e-02       0
## Ssr3                1.799025e-06  0.2746258 0.787 0.618  9.969658e-02       0
## Bcr                 1.799279e-06  0.1804964 0.795 0.595  9.971063e-02       0
## Vamp2               1.805649e-06  0.3882724 0.653 0.482  1.000636e-01       0
## Rbm14               1.812155e-06  0.2725410 0.388 0.252  1.004242e-01       0
## Pi4ka               1.845921e-06  0.1566941 0.828 0.657  1.022954e-01       0
## Lztr1               1.860515e-06  0.3725928 0.530 0.391  1.031042e-01       0
## Wbp11               1.878957e-06  0.2432624 0.672 0.478  1.041262e-01       0
## Pus7                1.904317e-06  0.3999076 0.306 0.186  1.055315e-01       0
## Rnf181              1.907470e-06  0.3253133 0.560 0.403  1.057063e-01       0
## Mphosph8            1.939035e-06  0.3082280 0.668 0.517  1.074555e-01       0
## Fbxo2               1.974706e-06  2.5480300 0.049 0.011  1.094323e-01       0
## Mfsd12              1.982442e-06  0.3387779 0.198 0.102  1.098610e-01       0
## Dcst2               2.022582e-06  1.3454689 0.078 0.024  1.120854e-01       0
## Chmp7               2.024808e-06  0.3618871 0.384 0.251  1.122088e-01       0
## Lfng                2.045551e-06  1.3365558 0.146 0.066  1.133583e-01       0
## Gm47815             2.060295e-06  3.7464227 0.019 0.001  1.141754e-01       0
## Rhbdd1              2.067001e-06  0.1964149 0.549 0.383  1.145470e-01       0
## Ormdl3              2.068299e-06  0.1726092 0.675 0.503  1.146189e-01       0
## Cc2d2a              2.111173e-06  0.9537996 0.399 0.292  1.169949e-01       0
## Gm4221              2.125090e-06  1.4760257 0.082 0.026  1.177661e-01       0
## Mphosph9            2.125094e-06  0.3866087 0.414 0.276  1.177663e-01       0
## Gpr179              2.127294e-06  1.8122778 0.045 0.009  1.178882e-01       0
## Pcdhga9             2.147307e-06  1.5099793 0.090 0.031  1.189973e-01       0
## Timp2               2.157832e-06  1.0576362 0.134 0.058  1.195806e-01       0
## Naa15               2.160428e-06  0.1645194 0.772 0.605  1.197244e-01       0
## Rrp7a               2.171018e-06  0.4052781 0.496 0.360  1.203113e-01       0
## Leprotl1            2.182624e-06  0.2596442 0.739 0.520  1.209545e-01       0
## Map2k3              2.183616e-06  0.2296664 0.672 0.499  1.210094e-01       0
## Prr14               2.186837e-06  0.2861669 0.709 0.555  1.211880e-01       0
## Hhat                2.215512e-06  0.6897236 0.250 0.141  1.227771e-01       0
## Xylt2               2.263140e-06  0.9952708 0.213 0.116  1.254164e-01       0
## Parl                2.264930e-06  0.1515689 0.586 0.425  1.255156e-01       0
## Gm38095             2.282055e-06  1.1246207 0.101 0.037  1.264646e-01       0
## Slc30a4             2.285076e-06  0.4228135 0.541 0.389  1.266321e-01       0
## Bcam                2.288463e-06  0.2119696 0.705 0.494  1.268198e-01       0
## Fos                 2.300523e-06  0.4205513 0.795 0.631  1.274881e-01       0
## Gm3052              2.302057e-06  0.8843103 0.224 0.122  1.275731e-01       0
## Tm2d2               2.319131e-06  0.3321149 0.627 0.453  1.285193e-01       0
## S1pr2               2.327351e-06  1.8435710 0.071 0.021  1.289748e-01       0
## Slc38a7             2.336838e-06  0.8326137 0.269 0.160  1.295006e-01       0
## Gm16137             2.379715e-06  1.5869473 0.067 0.019  1.318767e-01       0
## Smim14              2.414018e-06  0.1744215 0.791 0.568  1.337776e-01       0
## Fnip1               2.421497e-06  0.1011216 0.884 0.707  1.341921e-01       0
## Rap1a               2.465443e-06  0.2053353 0.959 0.781  1.366275e-01       0
## 2610306M01Rik       2.466023e-06  0.9843215 0.243 0.142  1.366596e-01       0
## Pik3r3              2.480537e-06  0.6860961 0.243 0.138  1.374639e-01       0
## Hrc                 2.489384e-06  1.8226765 0.082 0.027  1.379542e-01       0
## Renbp               2.514746e-06  1.2092439 0.116 0.046  1.393597e-01       0
## Otud7b              2.516119e-06  0.1562577 0.765 0.593  1.394358e-01       0
## Dnajc10             2.555800e-06  0.2246915 0.716 0.543  1.416348e-01       0
## Mrps33              2.564144e-06  0.2339675 0.843 0.605  1.420972e-01       0
## Fbxo22              2.580808e-06  0.3577962 0.519 0.371  1.430206e-01       0
## Cdc73               2.605382e-06  0.2577758 0.881 0.685  1.443824e-01       0
## Hoxb4               2.627121e-06  1.2128546 0.134 0.058  1.455872e-01       0
## Abhd13              2.637659e-06  0.4824258 0.407 0.279  1.461712e-01       0
## Snrpc               2.647843e-06  0.2087669 0.601 0.431  1.467355e-01       0
## Ddx39a              2.662765e-06  0.1836970 0.396 0.251  1.475624e-01       0
## Dctn2               2.670684e-06  0.1211326 0.851 0.620  1.480013e-01       0
## Fam50a              2.670851e-06  0.3558496 0.474 0.329  1.480105e-01       0
## 2610528J11Rik       2.691864e-06  0.4242065 0.534 0.391  1.491750e-01       0
## Gfra3               2.724696e-06  0.1897814 0.646 0.448  1.509945e-01       0
## Gm26621             2.732707e-06  0.4847479 0.172 0.082  1.514384e-01       0
## Flywch2             2.745822e-06  0.6108749 0.388 0.266  1.521652e-01       0
## Tpm1                2.754746e-06  0.1680750 0.985 0.892  1.526598e-01       0
## Wdtc1               2.755697e-06  0.3470881 0.552 0.396  1.527125e-01       0
## Plk3                2.776584e-06  0.9871083 0.317 0.202  1.538700e-01       0
## Yif1b               2.777793e-06  0.5483061 0.407 0.274  1.539370e-01       0
## Atf7ip              2.787501e-06  0.2749560 0.847 0.691  1.544750e-01       0
## Comtd1              2.790107e-06  0.4517402 0.422 0.291  1.546194e-01       0
## Ccdc117             2.793206e-06  0.3102353 0.392 0.258  1.547911e-01       0
## Fam149a             2.804682e-06  0.9892467 0.228 0.129  1.554271e-01       0
## Slc25a10            2.812567e-06  0.1739300 0.552 0.393  1.558640e-01       0
## Zdhhc5              2.834287e-06  0.2742590 0.593 0.440  1.570677e-01       0
## Map1lc3a            2.862722e-06  0.2911050 0.642 0.472  1.586435e-01       0
## B230219D22Rik       2.865115e-06  0.3098202 0.817 0.632  1.587761e-01       0
## A930015D03Rik       2.877073e-06  0.1928330 0.683 0.537  1.594387e-01       0
## Rnf19b              2.889176e-06  0.4107147 0.634 0.464  1.601095e-01       0
## Gm37115             2.889476e-06  1.2710012 0.101 0.038  1.601261e-01       0
## Lsm14b              2.895485e-06  0.6604314 0.384 0.260  1.604591e-01       0
## C330007P06Rik       2.907588e-06  0.3846406 0.429 0.289  1.611298e-01       0
## 3110082I17Rik       2.939874e-06  0.4009982 0.272 0.152  1.629190e-01       0
## Rbm4b               2.952058e-06  0.4837857 0.354 0.228  1.635942e-01       0
## Pgap6               3.047211e-06  0.2521710 0.720 0.528  1.688673e-01       0
## Pxmp4               3.060929e-06  0.4242918 0.470 0.343  1.696275e-01       0
## Phf14               3.071854e-06  0.1482210 0.903 0.749  1.702329e-01       0
## Galr3               3.076087e-06  1.9104943 0.075 0.023  1.704675e-01       0
## Ccdc82              3.103109e-06  0.1414872 0.631 0.465  1.719650e-01       0
## Asap3               3.104570e-06  0.5412416 0.243 0.134  1.720459e-01       0
## Fem1a               3.113686e-06  0.5376288 0.325 0.207  1.725511e-01       0
## Tnfsf9              3.126264e-06  1.9486760 0.078 0.025  1.732482e-01       0
## Olfr78              3.152158e-06  2.6685366 0.041 0.008  1.746831e-01       0
## Maged1              3.162055e-06  0.2145917 0.847 0.592  1.752316e-01       0
## Gm38102             3.172628e-06  1.5694821 0.063 0.017  1.758175e-01       0
## Sapcd1              3.185944e-06  0.5897655 0.104 0.040  1.765555e-01       0
## Ptbp2               3.208869e-06  0.1973802 0.757 0.571  1.778259e-01       0
## Nqo2                3.231354e-06  0.2743384 0.440 0.298  1.790719e-01       0
## Prrc2a              3.235336e-06  0.2427207 0.836 0.656  1.792926e-01       0
## 2310033P09Rik       3.255159e-06  0.2970816 0.474 0.332  1.803911e-01       0
## Irf2                3.256390e-06  0.1585027 0.948 0.805  1.804594e-01       0
## Olfm2               3.264311e-06  2.4705674 0.041 0.008  1.808983e-01       0
## Apmap               3.289055e-06  0.6491076 0.336 0.225  1.822695e-01       0
## Rab32               3.291729e-06  0.5597907 0.216 0.117  1.824177e-01       0
## Smarcc2             3.300571e-06  0.2015549 0.899 0.743  1.829078e-01       0
## Slc35b2             3.303088e-06  0.5319318 0.425 0.303  1.830472e-01       0
## Lrp8                3.320048e-06  0.5498575 0.235 0.128  1.839871e-01       0
## Prkx                3.382683e-06  0.3309416 0.489 0.339  1.874581e-01       0
## Bop1                3.395249e-06  0.5765198 0.358 0.240  1.881545e-01       0
## Gm49338             3.398081e-06  0.5104469 0.269 0.158  1.883115e-01       0
## Psmd5               3.418994e-06  0.3354526 0.459 0.326  1.894704e-01       0
## Polb                3.440956e-06  0.3268321 0.646 0.492  1.906875e-01       0
## Ly6g6e              3.465644e-06  1.6319692 0.075 0.023  1.920556e-01       0
## Hmgn2               3.475130e-06  0.1771137 0.631 0.448  1.925813e-01       0
## Josd2               3.484839e-06  0.3495759 0.470 0.336  1.931193e-01       0
## Rin3                3.496070e-06  0.1855803 0.578 0.396  1.937417e-01       0
## Prpf38a             3.539822e-06  0.5066514 0.451 0.310  1.961663e-01       0
## H4c14               3.560997e-06  0.6979327 0.153 0.070  1.973398e-01       0
## Rraga               3.578010e-06  0.3265551 0.586 0.435  1.982826e-01       0
## Txnl4a              3.614979e-06  0.3494987 0.549 0.399  2.003313e-01       0
## Dhx9                3.623000e-06  0.1743100 0.780 0.610  2.007758e-01       0
## Thap12              3.628126e-06  0.5495716 0.384 0.259  2.010598e-01       0
## Drg1                3.642300e-06  0.1524208 0.634 0.465  2.018453e-01       0
## D630039A03Rik       3.656372e-06  0.9762386 0.198 0.104  2.026251e-01       0
## Daglb               3.657316e-06  0.6678885 0.340 0.221  2.026775e-01       0
## Ndufaf3             3.674329e-06  0.4764864 0.463 0.323  2.036203e-01       0
## Zfpm2               3.742360e-06  2.9382273 0.082 0.028  2.073904e-01       0
## 1700061A03Rik       3.780704e-06  1.0775905 0.112 0.044  2.095153e-01       0
## Unc93a              3.818639e-06  0.6753993 0.157 0.072  2.116175e-01       0
## Garre1              3.819140e-06  0.2342352 0.593 0.439  2.116453e-01       0
## Fndc3b              3.823404e-06  0.1061028 0.929 0.718  2.118816e-01       0
## Zfp326              3.827530e-06  0.2084881 0.776 0.586  2.121102e-01       0
## Csrnp1              3.830008e-06  1.1409820 0.131 0.056  2.122476e-01       0
## Hnrnpc              3.835196e-06  0.1806323 0.951 0.798  2.125351e-01       0
## Mosmo               3.835214e-06  0.2668495 0.511 0.370  2.125361e-01       0
## Gm50039             3.848609e-06  1.7720468 0.052 0.013  2.132783e-01       0
## Tbc1d5              3.853792e-06  0.3547910 0.836 0.717  2.135656e-01       0
## Smarcd1             3.857941e-06  0.3389967 0.429 0.296  2.137955e-01       0
## C1ql3               3.885111e-06  2.1251820 0.045 0.010  2.153012e-01       0
## Tcirg1              3.904427e-06  0.4023252 0.351 0.228  2.163717e-01       0
## Elf1                3.928757e-06  0.1795568 0.959 0.827  2.177199e-01       0
## Dgke                3.942516e-06  0.3854546 0.459 0.313  2.184824e-01       0
## Pink1               3.960727e-06  0.1830260 0.575 0.412  2.194916e-01       0
## Bsdc1               3.963054e-06  0.2223127 0.743 0.573  2.196206e-01       0
## Timm22              3.970685e-06  0.4844030 0.373 0.253  2.200434e-01       0
## Pcyox1              3.988892e-06  0.4085876 0.463 0.322  2.210524e-01       0
## Smarcal1            4.029318e-06  0.5871086 0.343 0.226  2.232927e-01       0
## Bysl                4.035955e-06  0.9779366 0.231 0.134  2.236605e-01       0
## Pum1                4.073369e-06  0.1196640 0.978 0.836  2.257339e-01       0
## Slc25a1             4.086781e-06  0.2294027 0.791 0.612  2.264772e-01       0
## Rapgef4os3          4.132346e-06  4.2816456 0.011 0.000  2.290022e-01       0
## ENSMUSG00000119179  4.132346e-06  3.8531019 0.011 0.000  2.290022e-01       0
## Sult2a6             4.132346e-06  3.9369676 0.011 0.000  2.290022e-01       0
## Lair1               4.132346e-06  4.0100424 0.011 0.000  2.290022e-01       0
## Sdr9c7              4.132346e-06  4.2260253 0.011 0.000  2.290022e-01       0
## 4932415D10Rik       4.132346e-06  3.8937916 0.011 0.000  2.290022e-01       0
## Gm33914             4.132346e-06  4.8116920 0.011 0.000  2.290022e-01       0
## Gm11754             4.132346e-06  3.8595913 0.011 0.000  2.290022e-01       0
## Gm7695              4.132346e-06  3.9520455 0.011 0.000  2.290022e-01       0
## Gm9370              4.132346e-06  3.9836995 0.011 0.000  2.290022e-01       0
## Gm6551              4.132346e-06  4.4321258 0.011 0.000  2.290022e-01       0
## Gm45344             4.143801e-06  0.5936789 0.198 0.102  2.296370e-01       0
## mt-Tf               4.148585e-06  0.4686284 0.082 0.027  2.299021e-01       0
## Cadps               4.180696e-06  0.1456898 1.000 0.809  2.316816e-01       0
## Glo1                4.226347e-06  0.1703341 0.612 0.439  2.342115e-01       0
## Lrrc47              4.229287e-06  0.5722164 0.332 0.213  2.343744e-01       0
## Spink10             4.232232e-06  0.6464692 0.272 0.158  2.345376e-01       0
## Thoc3               4.253472e-06  0.5824411 0.418 0.291  2.357147e-01       0
## Gm13056             4.269728e-06  1.7248860 0.052 0.013  2.366155e-01       0
## Ccdc174             4.297209e-06  0.4072656 0.556 0.414  2.381385e-01       0
## Atp8b1              4.311366e-06  0.1221163 0.985 0.886  2.389230e-01       0
## Eif3m               4.331079e-06  0.2127823 0.675 0.487  2.400154e-01       0
## Scyl2               4.346064e-06  0.1697752 0.653 0.497  2.408458e-01       0
## Cdc42               4.352693e-06  0.1674803 0.981 0.829  2.412132e-01       0
## Wtap                4.356903e-06  0.2177594 0.724 0.535  2.414465e-01       0
## Gm43399             4.387593e-06  3.9037399 0.015 0.001  2.431473e-01       0
## Gm30288             4.387593e-06  4.3198490 0.015 0.001  2.431473e-01       0
## Gm28023             4.440764e-06  3.6305776 0.015 0.001  2.460938e-01       0
## Bpifa5              4.467580e-06  3.6287061 0.015 0.001  2.475799e-01       0
## Gm47972             4.467580e-06  3.6275329 0.015 0.001  2.475799e-01       0
## 4930465K09Rik       4.467580e-06  4.1498123 0.015 0.001  2.475799e-01       0
## Ahsa1               4.504120e-06  0.2220085 0.511 0.354  2.496048e-01       0
## Cux1                4.515531e-06  0.1318243 0.937 0.782  2.502372e-01       0
## Armc5               4.519665e-06  0.2421935 0.343 0.221  2.504663e-01       0
## Nol10               4.554104e-06  0.3768581 0.321 0.198  2.523748e-01       0
## C8g                 4.572119e-06  1.4252540 0.093 0.034  2.533731e-01       0
## Araf                4.573320e-06  0.1179432 0.787 0.629  2.534397e-01       0
## 2810032G03Rik       4.653363e-06  1.1962508 0.030 0.004  2.578754e-01       0
## Gm18870             4.703942e-06  3.3710376 0.022 0.002  2.606784e-01       0
## Rab5b               4.715169e-06  0.3200687 0.638 0.475  2.613005e-01       0
## Psma1               4.733506e-06  0.1393741 0.757 0.564  2.623167e-01       0
## 2010109A12Rik       4.737140e-06  0.9139029 0.112 0.044  2.625181e-01       0
## Samm50              4.741038e-06  0.2153843 0.601 0.437  2.627341e-01       0
## Sephs1              4.810208e-06  0.5308972 0.388 0.262  2.665673e-01       0
## Adam9               4.812444e-06  0.4686251 0.366 0.237  2.666912e-01       0
## Gm37479             4.825435e-06  3.1430197 0.022 0.002  2.674112e-01       0
## Trp53rkb            4.844660e-06  0.9668854 0.175 0.089  2.684765e-01       0
## Gm13055             4.845116e-06  2.8160728 0.030 0.004  2.685018e-01       0
## Ino80c              4.866258e-06  0.3677350 0.347 0.226  2.696734e-01       0
## Rps19bp1            4.867526e-06  0.4008198 0.448 0.317  2.697437e-01       0
## Derl1               4.918824e-06  0.3002943 0.694 0.528  2.725865e-01       0
## Sumo3               4.990764e-06  0.2365317 0.646 0.474  2.765732e-01       0
## Tomm6               4.992693e-06  0.8143085 0.224 0.130  2.766801e-01       0
## Ssna1               4.994954e-06  0.4145169 0.515 0.368  2.768054e-01       0
## Rsph9               5.001325e-06  0.5016363 0.336 0.212  2.771584e-01       0
## Fzr1                5.030892e-06  0.1614835 0.481 0.345  2.787970e-01       0
## Vps35l              5.063683e-06  0.2338180 0.690 0.543  2.806141e-01       0
## 2210009P08Rik       5.121749e-06  0.9376772 0.138 0.061  2.838319e-01       0
## Acly                5.124045e-06  0.3623354 0.556 0.412  2.839592e-01       0
## Sfr1                5.157528e-06  0.1037496 0.802 0.563  2.858148e-01       0
## Scarb2              5.198383e-06  0.1600691 0.597 0.433  2.880788e-01       0
## Phospho2            5.226479e-06  0.5970801 0.325 0.213  2.896358e-01       0
## Gm43154             5.251153e-06  3.4721936 0.026 0.003  2.910031e-01       0
## Smu1                5.307617e-06  0.3761435 0.526 0.385  2.941322e-01       0
## Aif1l               5.369450e-06  3.0961973 0.026 0.003  2.975588e-01       0
## Bud23               5.372278e-06  0.4856633 0.403 0.270  2.977155e-01       0
## Wnk4                5.482475e-06  0.2679407 0.560 0.400  3.038223e-01       0
## Pcdhgb6             5.507340e-06  1.4635837 0.075 0.024  3.052003e-01       0
## Cpt2                5.524283e-06  0.1912328 0.694 0.535  3.061392e-01       0
## Hsh2d               5.531283e-06  1.1840392 0.134 0.060  3.065271e-01       0
## Zfp638              5.618413e-06  0.1766144 0.929 0.780  3.113556e-01       0
## Slu7                5.625820e-06  0.2711485 0.593 0.465  3.117661e-01       0
## Irf2bp1             5.628597e-06  0.4563090 0.448 0.323  3.119199e-01       0
## Arhgap10            5.687213e-06  0.3001499 0.295 0.174  3.151683e-01       0
## Psmc2               5.840495e-06  0.2628968 0.735 0.541  3.236627e-01       0
## Cldn12              5.892500e-06  0.3634835 0.325 0.206  3.265446e-01       0
## Pank3               5.897526e-06  0.1900990 0.772 0.574  3.268232e-01       0
## Shc2                5.910614e-06  0.4903340 0.325 0.204  3.275485e-01       0
## Cmas                5.915248e-06  0.1665006 0.802 0.577  3.278053e-01       0
## Slc6a6              5.917661e-06  0.1961148 0.933 0.770  3.279390e-01       0
## Hnrnpul2            5.922639e-06  0.1661922 0.873 0.705  3.282149e-01       0
## Rap1gds1            5.974504e-06  0.1965125 0.828 0.679  3.310891e-01       0
## Abcf2               6.020266e-06  0.6468127 0.310 0.200  3.336251e-01       0
## 5031425F14Rik       6.092673e-06  1.7908402 0.090 0.033  3.376377e-01       0
## Naa38               6.126341e-06  0.1572193 0.537 0.373  3.395034e-01       0
## Tmem126a            6.130910e-06  0.2704344 0.638 0.462  3.397566e-01       0
## Khdc4               6.148663e-06  0.1790369 0.825 0.683  3.407405e-01       0
## Psma3               6.157499e-06  0.1849170 0.892 0.691  3.412301e-01       0
## Anxa6               6.200838e-06  0.1005392 0.858 0.612  3.436319e-01       0
## Trub2               6.238146e-06  0.2157730 0.481 0.336  3.456993e-01       0
## Churc1              6.330620e-06  0.2255441 0.649 0.478  3.508240e-01       0
## Eif4h               6.522970e-06  0.1565817 0.914 0.712  3.614834e-01       0
## Nfs1                6.571828e-06  0.2249515 0.552 0.391  3.641910e-01       0
## Cox19               6.623776e-06  0.3388505 0.563 0.399  3.670698e-01       0
## Ccar1               6.623881e-06  0.1466559 0.914 0.746  3.670756e-01       0
## Mlx                 6.716410e-06  0.2751994 0.586 0.423  3.722033e-01       0
## Pola1               6.726668e-06  0.4558618 0.366 0.236  3.727718e-01       0
## Arfip1              6.750312e-06  0.2524127 0.403 0.277  3.740820e-01       0
## Rab36               6.762622e-06  0.3836421 0.302 0.184  3.747642e-01       0
## Slc15a4             6.772400e-06  0.6685437 0.280 0.174  3.753061e-01       0
## Ddost               6.775357e-06  0.1733118 0.799 0.541  3.754700e-01       0
## Enoph1              6.816385e-06  0.8655746 0.228 0.132  3.777436e-01       0
## Gm38380             6.822421e-06  0.5169554 0.325 0.205  3.780781e-01       0
## Ei24                6.840957e-06  0.2531624 0.664 0.510  3.791053e-01       0
## Lig4                6.851545e-06  0.8616736 0.250 0.149  3.796921e-01       0
## Mrpl1               6.861099e-06  0.2767021 0.701 0.553  3.802215e-01       0
## Gm44068             6.866137e-06  1.5774024 0.052 0.013  3.805007e-01       0
## Hyal2               6.906457e-06  0.3493790 0.444 0.311  3.827351e-01       0
## Kmt2c               6.952175e-06  0.1302552 0.985 0.856  3.852687e-01       0
## 5031439G07Rik       7.056683e-06  0.2738701 0.418 0.282  3.910602e-01       0
## Tardbp              7.085210e-06  0.1535947 0.843 0.662  3.926411e-01       0
## Apc                 7.113516e-06  0.1291556 0.933 0.778  3.942097e-01       0
## Vcp-rs              7.113552e-06  1.4415047 0.104 0.042  3.942117e-01       0
## Reps1               7.132866e-06  0.1711166 0.694 0.530  3.952820e-01       0
## Cep170              7.146056e-06  0.2094355 0.631 0.468  3.960130e-01       0
## Pcdhb18             7.153567e-06  2.4021272 0.045 0.010  3.964292e-01       0
## Eif2b2              7.213707e-06  0.4405547 0.437 0.316  3.997620e-01       0
## Gm43697             7.272879e-06  1.0973575 0.134 0.060  4.030411e-01       0
## Zfp92               7.339469e-06  0.4592583 0.321 0.199  4.067313e-01       0
## Kcnj2               7.374331e-06  0.5704660 0.313 0.194  4.086633e-01       0
## Eci2                7.440923e-06  0.3223004 0.660 0.494  4.123536e-01       0
## E430021H15Rik       7.463443e-06  0.5471983 0.276 0.167  4.136016e-01       0
## Tsn                 7.466263e-06  0.2693904 0.739 0.568  4.137579e-01       0
## Gm15351             7.545670e-06  0.5904344 0.142 0.064  4.181584e-01       0
## Ppcdc               7.546637e-06  0.6401542 0.388 0.274  4.182120e-01       0
## Sesn2               7.645111e-06  0.7415582 0.325 0.213  4.236691e-01       0
## Nxf7                7.662493e-06  0.3458261 0.250 0.139  4.246324e-01       0
## Fitm2               7.686290e-06  0.6362889 0.254 0.154  4.259512e-01       0
## Marchf5             7.762956e-06  0.1664680 0.720 0.544  4.301997e-01       0
## Iscu                7.765086e-06  0.1076528 0.619 0.456  4.303178e-01       0
## Trmt112             7.813018e-06  0.2804007 0.541 0.392  4.329740e-01       0
## Sin3b               7.849322e-06  0.2192877 0.731 0.555  4.349859e-01       0
## Vps26a              7.876189e-06  0.3666978 0.545 0.404  4.364748e-01       0
## Gm48532             7.908179e-06  2.0039623 0.049 0.012  4.382476e-01       0
## Asb1                7.991766e-06  0.9262694 0.168 0.084  4.428797e-01       0
## Pcdhgb7             8.094860e-06  1.8366691 0.045 0.010  4.485928e-01       0
## Gm21972             8.106042e-06  0.9226778 0.239 0.142  4.492125e-01       0
## Cops3               8.119777e-06  0.1806706 0.668 0.504  4.499737e-01       0
## Cnn3                8.151559e-06  0.2020272 0.802 0.621  4.517349e-01       0
## Ppp6c               8.214495e-06  0.2430429 0.709 0.558  4.552226e-01       0
## Rnf14               8.291472e-06  0.2964916 0.683 0.525  4.594885e-01       0
## Sbds                8.337430e-06  0.1047829 0.832 0.632  4.620353e-01       0
## Snrpb2              8.342839e-06  0.3341795 0.429 0.292  4.623351e-01       0
## Bcas2               8.358835e-06  0.1183607 0.657 0.469  4.632216e-01       0
## Arhgef7             8.419979e-06  0.2523331 0.802 0.625  4.666100e-01       0
## Clns1a              8.537351e-06  0.2875261 0.496 0.349  4.731144e-01       0
## Ascc2               8.546193e-06  0.1150973 0.679 0.509  4.736044e-01       0
## Zkscan6             8.591055e-06  0.6822798 0.272 0.164  4.760905e-01       0
## Ptpn23              8.593606e-06  0.2243013 0.403 0.267  4.762319e-01       0
## Hacd3               8.611067e-06  0.1947703 0.720 0.556  4.771995e-01       0
## Bcl2l13             8.654655e-06  0.3852520 0.474 0.335  4.796150e-01       0
## Pdp2                8.697648e-06  0.4675212 0.299 0.191  4.819976e-01       0
## Cct5                8.736693e-06  0.1485617 0.825 0.594  4.841613e-01       0
## Pmvk                8.779558e-06  0.5981831 0.410 0.282  4.865367e-01       0
## Neil1               8.853296e-06  0.4552516 0.407 0.279  4.906231e-01       0
## Cir1                8.933753e-06  0.3635614 0.623 0.475  4.950818e-01       0
## Cdc25a              8.951390e-06  0.2453769 0.634 0.477  4.960592e-01       0
## Czib                8.977566e-06  0.4904037 0.410 0.291  4.975098e-01       0
## Phactr1             9.030870e-06  1.1316246 0.078 0.026  5.004637e-01       0
## Hectd1              9.056067e-06  0.1253238 0.948 0.800  5.018601e-01       0
## Sike1               9.128467e-06  0.3778202 0.586 0.444  5.058723e-01       0
## Rpgr                9.232254e-06  0.3881262 0.448 0.320  5.116238e-01       0
## Dync1h1             9.365579e-06  0.2036256 0.963 0.834  5.190123e-01       0
## Camta2              9.387047e-06  0.2996202 0.537 0.399  5.202020e-01       0
## Dennd11             9.467045e-06  0.3525167 0.593 0.441  5.246352e-01       0
## Emd                 9.505801e-06  0.4962121 0.425 0.303  5.267830e-01       0
## Rprd2               9.534559e-06  0.1846360 0.810 0.629  5.283767e-01       0
## Trir                9.542395e-06  0.1585346 0.896 0.651  5.288109e-01       0
## Sytl3               9.635579e-06  1.3057750 0.082 0.029  5.339749e-01       0
## Plin2               9.664776e-06  0.4048677 0.545 0.404  5.355929e-01       0
## Stx16               9.804261e-06  0.1430678 0.843 0.668  5.433227e-01       0
## Dnttip1             9.843459e-06  0.1357524 0.664 0.496  5.454949e-01       0
## Tet2                9.922582e-06  0.2049799 0.698 0.566  5.498797e-01       0
## Cyp2s1              1.007295e-05  0.3864298 0.332 0.211  5.582125e-01       0
## Chn1                1.020586e-05  0.5146938 0.157 0.074  5.655782e-01       0
## Zfp787              1.021130e-05  0.3562608 0.549 0.405  5.658797e-01       0
## Cox14               1.022913e-05  0.1594863 0.836 0.594  5.668677e-01       0
## Arpc1a              1.029370e-05  0.1584372 0.922 0.687  5.704460e-01       0
## Cep170b             1.034177e-05  0.3731388 0.575 0.428  5.731097e-01       0
## Cdk4                1.034727e-05  0.1382379 0.575 0.418  5.734147e-01       0
## Anapc16             1.038494e-05  0.2136635 0.750 0.569  5.755022e-01       0
## Gaa                 1.038517e-05  0.6557149 0.369 0.256  5.755151e-01       0
## Crk                 1.039881e-05  0.1784214 0.840 0.632  5.762711e-01       0
## Zc3h7b              1.050605e-05  0.3184946 0.496 0.358  5.822138e-01       0
## Pax4                1.054279e-05  1.3718465 0.187 0.101  5.842500e-01       0
## Vps11               1.082199e-05  0.4475972 0.403 0.277  5.997224e-01       0
## Sptlc1              1.110569e-05  0.4640600 0.493 0.357  6.154439e-01       0
## H2-T22              1.118870e-05  0.3207002 0.493 0.350  6.200441e-01       0
## C9orf72             1.122727e-05  0.5011676 0.321 0.207  6.221815e-01       0
## Pcm1                1.124002e-05  0.2122268 0.914 0.756  6.228880e-01       0
## Rbm12               1.124270e-05  0.5701350 0.317 0.205  6.230369e-01       0
## Ppp4r3a             1.129968e-05  0.1873605 0.802 0.655  6.261945e-01       0
## Arl2                1.133002e-05  0.2854933 0.593 0.444  6.278757e-01       0
## Vps41               1.134953e-05  0.1427858 0.854 0.685  6.289567e-01       0
## Ust                 1.135897e-05  0.4989970 0.056 0.015  6.294800e-01       0
## Gm42447             1.152398e-05  0.3673257 0.388 0.258  6.386246e-01       0
## Dnaja2              1.155337e-05  0.1622315 0.866 0.684  6.402530e-01       0
## Dact2               1.157095e-05  0.5276899 0.328 0.218  6.412272e-01       0
## Smim26              1.158795e-05  0.4375307 0.500 0.353  6.421696e-01       0
## Brcc3               1.165578e-05  0.4841216 0.474 0.362  6.459284e-01       0
## Cbx5                1.170540e-05  0.2117853 0.586 0.427  6.486784e-01       0
## Hnrnpll             1.177021e-05  0.2227769 0.683 0.512  6.522699e-01       0
## Fads1               1.182244e-05  0.4919026 0.343 0.228  6.551642e-01       0
## Plppr2              1.185069e-05  0.4781914 0.299 0.182  6.567294e-01       0
## Rnf6                1.188431e-05  0.1402141 0.791 0.595  6.585929e-01       0
## Apc2                1.191846e-05  2.3712114 0.037 0.007  6.604854e-01       0
## Icosl               1.192608e-05  0.6496364 0.179 0.092  6.609074e-01       0
## Hebp2               1.195896e-05  1.4078545 0.146 0.071  6.627297e-01       0
## Rbm15b              1.196483e-05  0.5901310 0.369 0.261  6.630550e-01       0
## Jak2                1.204005e-05  0.1149185 0.907 0.728  6.672234e-01       0
## Tsr3                1.205082e-05  0.5258816 0.343 0.232  6.678204e-01       0
## Zbtb26              1.222888e-05  0.6250512 0.243 0.143  6.776880e-01       0
## Tmem167b            1.230801e-05  0.5700538 0.362 0.246  6.820729e-01       0
## S100a2              1.243294e-05  1.6580503 0.037 0.007  6.889964e-01       0
## Anapc1              1.244153e-05  0.2819114 0.604 0.457  6.894723e-01       0
## Top3b               1.259604e-05  0.3597008 0.414 0.285  6.980347e-01       0
## As3mt               1.269899e-05  0.3870369 0.552 0.400  7.037397e-01       0
## AI467606            1.272829e-05  0.5100956 0.403 0.280  7.053638e-01       0
## Gabpb2              1.274305e-05  0.2113354 0.724 0.572  7.061816e-01       0
## Crnkl1              1.282664e-05  0.5219186 0.466 0.329  7.108138e-01       0
## Gm45546             1.287140e-05  1.1925310 0.097 0.038  7.132945e-01       0
## Pfdn5               1.290351e-05  0.1483931 0.981 0.721  7.150738e-01       0
## Msl2                1.305281e-05  0.2564076 0.649 0.487  7.233476e-01       0
## Sarnp               1.310648e-05  0.1803676 0.840 0.651  7.263219e-01       0
## Eloa                1.316795e-05  0.3046618 0.515 0.381  7.297284e-01       0
## Cenpv               1.317925e-05  0.1229838 0.858 0.631  7.303547e-01       0
## Uso1                1.325793e-05  0.1295942 0.896 0.742  7.347145e-01       0
## Pdik1l              1.334027e-05  0.4382892 0.366 0.247  7.392776e-01       0
## Pikfyve             1.342410e-05  0.2729532 0.634 0.479  7.439233e-01       0
## Ilf2                1.349526e-05  0.1966767 0.522 0.359  7.478670e-01       0
## Slc10a7             1.353114e-05  0.2195996 0.776 0.625  7.498554e-01       0
## Shkbp1              1.363645e-05  0.4576349 0.422 0.303  7.556909e-01       0
## Rad17               1.365541e-05  0.2681303 0.552 0.407  7.567420e-01       0
## Ap1m2               1.375149e-05  0.2784409 0.586 0.443  7.620664e-01       0
## Abcd3               1.380487e-05  0.1144033 0.910 0.747  7.650244e-01       0
## Sugt1               1.383312e-05  0.1184799 0.757 0.562  7.665899e-01       0
## Wwp2                1.386496e-05  0.1049539 0.914 0.775  7.683543e-01       0
## Creb1               1.389589e-05  0.1381993 0.832 0.699  7.700683e-01       0
## Skint6              1.397722e-05  1.3088635 0.041 0.009  7.745758e-01       0
## Gm15420             1.397722e-05  1.9244182 0.041 0.009  7.745758e-01       0
## Gpalpp1             1.401301e-05  0.6196294 0.392 0.278  7.765588e-01       0
## Ube2q1              1.403704e-05  0.3093111 0.698 0.535  7.778909e-01       0
## Asah1               1.411350e-05  0.3404348 0.664 0.521  7.821280e-01       0
## Itih3               1.414819e-05  0.4886025 0.041 0.009  7.840501e-01       0
## Prex2               1.422218e-05  1.9773327 0.045 0.011  7.881508e-01       0
## Eapp                1.423074e-05  0.2130753 0.634 0.492  7.886250e-01       0
## Gm53012             1.423507e-05  0.7067764 0.209 0.115  7.888648e-01       0
## Dcaf1               1.433803e-05  0.1590136 0.590 0.436  7.945705e-01       0
## Pxn                 1.444421e-05  0.2694840 0.698 0.551  8.004549e-01       0
## Gm15893             1.453462e-05  1.5444278 0.052 0.014  8.054649e-01       0
## Rasa1               1.456215e-05  0.2363402 0.806 0.627  8.069908e-01       0
## Etv4                1.463114e-05  0.8639168 0.175 0.091  8.108140e-01       0
## Glb1                1.474656e-05  0.2806651 0.582 0.441  8.172102e-01       0
## Tmem82              1.481486e-05  0.6376558 0.321 0.211  8.209949e-01       0
## Rybp                1.501091e-05  0.2321610 0.843 0.668  8.318594e-01       0
## Egln1               1.508278e-05  0.2166414 0.619 0.473  8.358422e-01       0
## Lats1               1.514915e-05  0.2365843 0.739 0.592  8.395203e-01       0
## Ipo11               1.516921e-05  0.4931332 0.440 0.311  8.406323e-01       0
## Aph1a               1.562765e-05  0.3870465 0.593 0.446  8.660374e-01       0
## Actr1a              1.577982e-05  0.1777386 0.683 0.517  8.744703e-01       0
## Mnt                 1.583449e-05  0.2659153 0.407 0.273  8.774997e-01       0
## Gm7694              1.587749e-05  0.2769830 0.146 0.069  8.798827e-01       0
## Rsph14              1.596718e-05  1.1899068 0.045 0.011  8.848530e-01       0
## Arid4b              1.612675e-05  0.1188747 0.966 0.843  8.936962e-01       0
## Yif1a               1.617307e-05  0.2756735 0.560 0.406  8.962632e-01       0
## Hnrnpd              1.636381e-05  0.1496542 0.832 0.646  9.068334e-01       0
## Ppp1r10             1.645622e-05  0.1657837 0.828 0.663  9.119542e-01       0
## Pmfbp1              1.646705e-05  3.6507407 0.019 0.002  9.125546e-01       0
## Prkab2              1.671214e-05  0.4569093 0.265 0.158  9.261366e-01       0
## Bace1               1.690273e-05  0.1790442 0.750 0.537  9.366985e-01       0
## Mpzl1               1.694972e-05  0.1750853 0.716 0.538  9.393027e-01       0
## Krt10               1.711507e-05  0.3972671 0.336 0.232  9.484657e-01       0
## 6430590A07Rik       1.718548e-05  0.3021969 0.414 0.278  9.523679e-01       0
## Vhl                 1.727168e-05  0.6054069 0.276 0.175  9.571449e-01       0
## Gm11755             1.747222e-05  1.5809127 0.063 0.020  9.682578e-01       0
## Cisd2               1.759540e-05  0.1605206 0.784 0.595  9.750843e-01       0
## Lmo3                1.776473e-05  0.8976348 0.123 0.055  9.844682e-01       0
## Ric1                1.779370e-05  0.1181953 0.638 0.491  9.860736e-01       0
## Atl1                1.784564e-05  0.4570741 0.220 0.123  9.889518e-01       0
## Gm49936             1.788232e-05  1.1519724 0.108 0.045  9.909844e-01       0
## Gm9908              1.806949e-05  0.6818591 0.257 0.161  1.000000e+00       0
## Ngfr                1.810262e-05  3.3705626 0.026 0.004  1.000000e+00       0
## Hsbp1l1             1.812034e-05  0.6986975 0.243 0.146  1.000000e+00       0
## Psme3ip1            1.823434e-05  0.3675199 0.519 0.399  1.000000e+00       0
## Rpn1                1.827283e-05  0.1979831 0.910 0.698  1.000000e+00       0
## Usp38               1.836874e-05  0.2755943 0.541 0.403  1.000000e+00       0
## Atf4                1.851743e-05  0.1865533 0.877 0.735  1.000000e+00       0
## Ppp1r35             1.853604e-05  0.4679607 0.369 0.253  1.000000e+00       0
## Rab22a              1.854070e-05  0.1640041 0.716 0.550  1.000000e+00       0
## Ttc8                1.857496e-05  0.4768338 0.366 0.246  1.000000e+00       0
## Epb42               1.866458e-05  1.6326335 0.071 0.024  1.000000e+00       0
## Trim80              1.873777e-05  1.6361415 0.078 0.028  1.000000e+00       0
## Nr2c2ap             1.882950e-05  0.3748294 0.354 0.238  1.000000e+00       0
## Psmd12              1.914460e-05  0.1955135 0.728 0.572  1.000000e+00       0
## Cnbd2               1.915149e-05  0.4801307 0.284 0.173  1.000000e+00       0
## Insc                1.923591e-05  1.1754312 0.160 0.083  1.000000e+00       0
## Nop53               1.924014e-05  0.2044921 0.664 0.508  1.000000e+00       0
## Tmtc2               1.926849e-05  0.1656127 0.948 0.820  1.000000e+00       0
## Gm44625             1.930336e-05  1.3535101 0.052 0.014  1.000000e+00       0
## Snhg9               1.934709e-05  0.4035566 0.328 0.216  1.000000e+00       0
## Wdr83os             1.951156e-05  0.3595510 0.567 0.415  1.000000e+00       0
## Wbp4                1.964096e-05  0.2579215 0.728 0.550  1.000000e+00       0
## Sema3f              1.965275e-05  0.4105530 0.228 0.129  1.000000e+00       0
## Dnaja1              1.975906e-05  0.1785029 0.955 0.787  1.000000e+00       0
## Clcc1               1.984139e-05  0.4894161 0.377 0.256  1.000000e+00       0
## Rgl1                1.993886e-05  0.2382655 0.451 0.311  1.000000e+00       0
## B130055M24Rik       2.039985e-05  0.4372599 0.369 0.249  1.000000e+00       0
## Meaf6               2.058178e-05  0.2514440 0.507 0.365  1.000000e+00       0
## Epc2                2.062416e-05  0.2046869 0.806 0.643  1.000000e+00       0
## Cblb                2.079148e-05  0.2049864 0.828 0.663  1.000000e+00       0
## Tmem248             2.084452e-05  0.3611096 0.560 0.437  1.000000e+00       0
## Rnaseh2c            2.088840e-05  0.2647637 0.425 0.302  1.000000e+00       0
## Celf1               2.112812e-05  0.1581989 0.970 0.840  1.000000e+00       0
## Wdr26               2.113080e-05  0.1848241 0.918 0.741  1.000000e+00       0
## Pgap3               2.115865e-05  0.4504420 0.280 0.175  1.000000e+00       0
## Plekhm2             2.117267e-05  0.2206708 0.560 0.414  1.000000e+00       0
## Nufip1              2.120483e-05  0.4368881 0.377 0.264  1.000000e+00       0
## Rab11b              2.143030e-05  0.1982758 0.802 0.674  1.000000e+00       0
## Nelfe               2.148510e-05  0.1787051 0.455 0.316  1.000000e+00       0
## Prkaa2              2.155962e-05  0.1662377 0.575 0.435  1.000000e+00       0
## Cggbp1              2.156561e-05  0.1992374 0.660 0.524  1.000000e+00       0
## Gm47882             2.161693e-05  0.1839169 0.414 0.273  1.000000e+00       0
## Fam98a              2.165882e-05  0.4907098 0.369 0.259  1.000000e+00       0
## Ecpas               2.179178e-05  0.1573752 0.937 0.802  1.000000e+00       0
## Ccdc59              2.203037e-05  0.3062281 0.616 0.490  1.000000e+00       0
## Syt1                2.212759e-05  1.5703892 0.097 0.040  1.000000e+00       0
## Gm41300             2.218671e-05  2.6120375 0.022 0.003  1.000000e+00       0
## 4930405L22Rik       2.227329e-05  1.9687062 0.034 0.006  1.000000e+00       0
## Ubqln4              2.238014e-05  0.4826593 0.422 0.302  1.000000e+00       0
## Upf1                2.264839e-05  0.1408676 0.593 0.457  1.000000e+00       0
## Epc1                2.269754e-05  0.1678544 0.892 0.716  1.000000e+00       0
## Mesd                2.274516e-05  0.4180418 0.448 0.328  1.000000e+00       0
## Mamdc4              2.300021e-05  1.1739542 0.075 0.026  1.000000e+00       0
## Tpd52               2.312162e-05  0.1146830 0.996 0.908  1.000000e+00       0
## Gm35696             2.338770e-05  0.1564785 0.493 0.358  1.000000e+00       0
## Iffo2               2.345958e-05  0.4417976 0.291 0.185  1.000000e+00       0
## Tprgl               2.368400e-05  0.4255304 0.590 0.453  1.000000e+00       0
## Eps15               2.370442e-05  0.1504828 0.731 0.584  1.000000e+00       0
## Gm17435             2.409181e-05  0.8338611 0.149 0.074  1.000000e+00       0
## Rab10               2.446905e-05  0.1686525 0.963 0.805  1.000000e+00       0
## Fto                 2.461293e-05  0.1567792 0.877 0.713  1.000000e+00       0
## Armc10              2.466182e-05  0.3648086 0.399 0.278  1.000000e+00       0
## Cpsf7               2.489339e-05  0.1330781 0.709 0.547  1.000000e+00       0
## Elp5                2.491283e-05  0.3074554 0.511 0.379  1.000000e+00       0
## Rassf4              2.492347e-05  0.1398813 0.646 0.470  1.000000e+00       0
## Gon4l               2.498430e-05  0.2164368 0.698 0.537  1.000000e+00       0
## Zfp764              2.550518e-05  0.8661089 0.172 0.090  1.000000e+00       0
## Ctcf                2.567426e-05  0.1310357 0.840 0.659  1.000000e+00       0
## Crebrf              2.576698e-05  0.1354329 0.888 0.746  1.000000e+00       0
## Eif4a3              2.589343e-05  0.2338966 0.590 0.437  1.000000e+00       0
## Ppp1cb              2.592532e-05  0.1527125 0.966 0.808  1.000000e+00       0
## Fam241a             2.610984e-05  0.1271399 0.623 0.467  1.000000e+00       0
## Rcbtb2              2.640296e-05  0.3479083 0.354 0.235  1.000000e+00       0
## Psmc6               2.648106e-05  0.1821312 0.817 0.610  1.000000e+00       0
## Lnpk                2.662804e-05  0.3115852 0.407 0.283  1.000000e+00       0
## Spata5              2.724839e-05  0.1704255 0.575 0.429  1.000000e+00       0
## Gm45904             2.742990e-05  1.9627254 0.041 0.010  1.000000e+00       0
## Dpf1                2.754237e-05  1.8802179 0.045 0.011  1.000000e+00       0
## Lin7c               2.765817e-05  0.2113884 0.761 0.592  1.000000e+00       0
## Gm4651              2.765871e-05  0.8094950 0.123 0.055  1.000000e+00       0
## Efemp2              2.778354e-05  1.4861850 0.075 0.026  1.000000e+00       0
## Pde4b               2.800455e-05  1.1755183 0.108 0.046  1.000000e+00       0
## mt-Ti               2.828285e-05  0.3653008 0.198 0.105  1.000000e+00       0
## Trappc2l            2.834054e-05  0.3220334 0.672 0.501  1.000000e+00       0
## Wdr11               2.835101e-05  0.4682456 0.493 0.362  1.000000e+00       0
## Bpgm                2.856598e-05  0.2277873 0.463 0.330  1.000000e+00       0
## Gm17218             2.858438e-05  0.7350749 0.063 0.020  1.000000e+00       0
## Rrn3                2.864015e-05  0.5159843 0.351 0.242  1.000000e+00       0
## Tox4                2.885896e-05  0.2688511 0.690 0.532  1.000000e+00       0
## Myg1                2.897195e-05  0.4329541 0.336 0.227  1.000000e+00       0
## Olfr323             2.909611e-05  1.3752301 0.056 0.016  1.000000e+00       0
## Evl                 2.928235e-05  0.2099789 0.604 0.451  1.000000e+00       0
## Gm37364             2.929272e-05  0.7979518 0.153 0.077  1.000000e+00       0
## A230051N06Rik       2.936235e-05  0.6001868 0.250 0.149  1.000000e+00       0
## G3bp1               2.941005e-05  0.1100470 0.828 0.615  1.000000e+00       0
## Fam102b             2.946702e-05  0.2111094 0.392 0.263  1.000000e+00       0
## Zswim6              2.956634e-05  0.2188747 0.787 0.649  1.000000e+00       0
## B4galt3             3.002768e-05  0.4013763 0.504 0.386  1.000000e+00       0
## Tnpo3               3.016868e-05  0.1450904 0.828 0.653  1.000000e+00       0
## Gemin7              3.027728e-05  0.3158937 0.493 0.366  1.000000e+00       0
## Get3                3.034058e-05  0.4844077 0.396 0.283  1.000000e+00       0
## Them4               3.040690e-05  0.4012854 0.466 0.346  1.000000e+00       0
## Zfp397              3.047804e-05  0.3247765 0.481 0.351  1.000000e+00       0
## Ap3s1               3.048111e-05  0.1758142 0.821 0.640  1.000000e+00       0
## Zbed4               3.065246e-05  0.6008798 0.336 0.229  1.000000e+00       0
## Polr2a              3.079186e-05  0.1646525 0.858 0.708  1.000000e+00       0
## Zfp282              3.086264e-05  0.2364152 0.552 0.407  1.000000e+00       0
## Mcm6                3.106609e-05  0.3461831 0.261 0.154  1.000000e+00       0
## Exosc9              3.141164e-05  0.3635530 0.388 0.267  1.000000e+00       0
## Tnpo2               3.172791e-05  0.3641545 0.470 0.349  1.000000e+00       0
## Mthfd2              3.175336e-05  0.2563015 0.567 0.412  1.000000e+00       0
## Gm48321             3.184985e-05  1.5358986 0.078 0.029  1.000000e+00       0
## Mmgt1               3.193523e-05  0.8620054 0.239 0.148  1.000000e+00       0
## Mfsd5               3.228669e-05  0.6973711 0.265 0.168  1.000000e+00       0
## Trappc13            3.231004e-05  0.3388130 0.519 0.386  1.000000e+00       0
## Tsga10              3.231923e-05  0.5704317 0.280 0.177  1.000000e+00       0
## Nbr1                3.241614e-05  0.1798140 0.929 0.773  1.000000e+00       0
## Vps4a               3.245746e-05  0.3232197 0.459 0.343  1.000000e+00       0
## Pak1ip1             3.257949e-05  0.3160464 0.631 0.473  1.000000e+00       0
## Frat1               3.270881e-05  0.5043808 0.358 0.249  1.000000e+00       0
## Gm28981             3.317806e-05  1.7440931 0.078 0.029  1.000000e+00       0
## Prune2              3.327805e-05  0.1429258 0.571 0.398  1.000000e+00       0
## Ndufs3              3.333591e-05  0.1608665 0.657 0.500  1.000000e+00       0
## Tmem252             3.365745e-05  0.4705834 0.254 0.149  1.000000e+00       0
## Dvl3                3.376545e-05  0.4008215 0.429 0.309  1.000000e+00       0
## Atm                 3.406372e-05  0.3242332 0.522 0.371  1.000000e+00       0
## Rab3a               3.407265e-05  0.7877839 0.325 0.224  1.000000e+00       0
## Cnot3               3.483987e-05  0.2250463 0.739 0.585  1.000000e+00       0
## Gm43775             3.484472e-05  0.2872727 0.377 0.253  1.000000e+00       0
## Dpf3                3.504639e-05  0.1535877 0.433 0.294  1.000000e+00       0
## Gm49759             3.504733e-05  0.3124524 0.250 0.148  1.000000e+00       0
## Opa1                3.509369e-05  0.1639296 0.750 0.563  1.000000e+00       0
## Zfp758              3.531193e-05  0.7633014 0.276 0.177  1.000000e+00       0
## Pdcd11              3.540163e-05  0.2224498 0.537 0.381  1.000000e+00       0
## Zfp938              3.542417e-05  0.3316645 0.425 0.297  1.000000e+00       0
## Tatdn2              3.560922e-05  0.2683013 0.325 0.213  1.000000e+00       0
## Mfn2                3.574266e-05  0.1766892 0.653 0.515  1.000000e+00       0
## Zbtb42              3.614859e-05  0.8625122 0.205 0.119  1.000000e+00       0
## Rars2               3.620560e-05  0.2902482 0.631 0.481  1.000000e+00       0
## Ctbp1               3.626893e-05  0.1668651 0.757 0.596  1.000000e+00       0
## Neto1               3.642113e-05  0.1027910 0.604 0.424  1.000000e+00       0
## Fzd4                3.645548e-05  0.5534257 0.172 0.092  1.000000e+00       0
## Gm44250             3.674247e-05  0.2070246 0.522 0.381  1.000000e+00       0
## Eaf1                3.688635e-05  0.3720252 0.407 0.291  1.000000e+00       0
## Fam160b2            3.692366e-05  0.3003703 0.437 0.308  1.000000e+00       0
## Gm39157             3.710403e-05  1.3864862 0.086 0.034  1.000000e+00       0
## E130311K13Rik       3.738429e-05  0.7588093 0.239 0.145  1.000000e+00       0
## Crb3                3.778067e-05  0.1462745 0.604 0.451  1.000000e+00       0
## Gm11767             3.783357e-05  0.8480901 0.093 0.038  1.000000e+00       0
## Baz2a               3.786578e-05  0.1269514 0.907 0.768  1.000000e+00       0
## Ikbkg               3.821660e-05  0.3639397 0.336 0.223  1.000000e+00       0
## Ankrd34b            3.896100e-05  1.8653182 0.049 0.013  1.000000e+00       0
## Gm16754             3.898364e-05  0.7849288 0.090 0.035  1.000000e+00       0
## 4933434E20Rik       3.898668e-05  0.5927752 0.410 0.297  1.000000e+00       0
## Gm10177             3.899607e-05  0.3546112 0.358 0.244  1.000000e+00       0
## Tmem101             3.915680e-05  0.6866746 0.313 0.212  1.000000e+00       0
## Ubn1                3.927942e-05  0.1611906 0.877 0.715  1.000000e+00       0
## Tmem68              3.983633e-05  0.4593475 0.366 0.259  1.000000e+00       0
## Gprasp1             4.012813e-05  0.2231362 0.657 0.507  1.000000e+00       0
## Lyrm2               4.043916e-05  0.4106009 0.403 0.286  1.000000e+00       0
## 7120432I05Rik       4.054706e-05  0.8931838 0.104 0.044  1.000000e+00       0
## Tecpr1              4.057245e-05  0.1963513 0.746 0.578  1.000000e+00       0
## Elp2                4.060017e-05  0.3663123 0.399 0.285  1.000000e+00       0
## Gpatch11            4.101513e-05  0.4020489 0.448 0.333  1.000000e+00       0
## Dusp5               4.106173e-05  0.7361816 0.507 0.371  1.000000e+00       0
## Gm38843             4.111600e-05  1.4403113 0.071 0.025  1.000000e+00       0
## Slc25a25            4.120151e-05  0.3001017 0.657 0.535  1.000000e+00       0
## B3galt4             4.130821e-05  1.1699885 0.183 0.105  1.000000e+00       0
## Acer1               4.157846e-05  0.3653838 0.358 0.244  1.000000e+00       0
## Rpe                 4.166860e-05  0.2682784 0.470 0.347  1.000000e+00       0
## Commd8              4.207653e-05  0.5055503 0.396 0.285  1.000000e+00       0
## Slc39a1             4.258124e-05  0.3486755 0.429 0.315  1.000000e+00       0
## Trmo                4.334305e-05  0.7086800 0.153 0.078  1.000000e+00       0
## Ephx1               4.375364e-05  0.8871767 0.168 0.089  1.000000e+00       0
## Yipf2               4.381186e-05  0.4125418 0.388 0.273  1.000000e+00       0
## Csnk1d              4.398315e-05  0.1628911 0.791 0.634  1.000000e+00       0
## Ptpn9               4.411714e-05  0.1544699 0.739 0.578  1.000000e+00       0
## Asl                 4.440024e-05  0.3750503 0.466 0.349  1.000000e+00       0
## Tmx2                4.449472e-05  0.4322568 0.381 0.270  1.000000e+00       0
## Yrdc                4.495412e-05  0.5514965 0.354 0.247  1.000000e+00       0
## Zfp668              4.499856e-05  0.7852335 0.201 0.116  1.000000e+00       0
## Ing5                4.535772e-05  0.5634919 0.317 0.212  1.000000e+00       0
## Ankrd54             4.542267e-05  0.1763853 0.534 0.401  1.000000e+00       0
## C1qtnf4             4.566695e-05  0.4575249 0.425 0.306  1.000000e+00       0
## Strn3               4.670718e-05  0.1518382 0.948 0.804  1.000000e+00       0
## Septin9             4.709440e-05  0.1185707 0.485 0.354  1.000000e+00       0
## B230206L02Rik       4.737967e-05  0.8718625 0.153 0.078  1.000000e+00       0
## Aspdh               4.794539e-05  1.5178630 0.060 0.019  1.000000e+00       0
## Nsun2               4.799712e-05  0.1415064 0.422 0.287  1.000000e+00       0
## Gtf3c1              4.877749e-05  0.1746655 0.716 0.573  1.000000e+00       0
## Uhrf2               4.983663e-05  0.1434720 0.825 0.675  1.000000e+00       0
## Rnu11               5.003670e-05  0.6821467 0.194 0.109  1.000000e+00       0
## Ces1b               5.059591e-05  3.0582327 0.026 0.004  1.000000e+00       0
## B930025P03Rik       5.162203e-05  1.9729241 0.041 0.010  1.000000e+00       0
## Gm48602             5.169852e-05  0.6659370 0.198 0.110  1.000000e+00       0
## Zfp512              5.299290e-05  0.1693396 0.646 0.494  1.000000e+00       0
## Comp                5.311150e-05  3.7578407 0.015 0.001  1.000000e+00       0
## 1700018A04Rik       5.317400e-05  2.5581025 0.026 0.004  1.000000e+00       0
## Cyp2d40             5.337208e-05  3.5885792 0.015 0.001  1.000000e+00       0
## Gna12               5.341781e-05  0.3162398 0.466 0.333  1.000000e+00       0
## Gm29125             5.363388e-05  3.4526355 0.015 0.001  1.000000e+00       0
## Dapk3               5.366732e-05  0.1762872 0.552 0.406  1.000000e+00       0
## Ube2d1              5.405066e-05  0.2685803 0.534 0.401  1.000000e+00       0
## Gm18867             5.416112e-05  3.2448649 0.015 0.001  1.000000e+00       0
## Gm17029             5.416112e-05  3.3378992 0.015 0.001  1.000000e+00       0
## Calr4               5.442658e-05  3.2742681 0.015 0.001  1.000000e+00       0
## Gm7538              5.442658e-05  2.4569014 0.015 0.001  1.000000e+00       0
## Zpr1                5.458159e-05  0.2022126 0.407 0.291  1.000000e+00       0
## Srp19               5.463616e-05  0.1169431 0.567 0.418  1.000000e+00       0
## Gm30694             5.496121e-05  3.0741752 0.015 0.001  1.000000e+00       0
## Vmn2r116            5.523038e-05  3.0469995 0.015 0.001  1.000000e+00       0
## Rhobtb1             5.532130e-05  0.1189862 0.619 0.453  1.000000e+00       0
## Wipi2               5.567300e-05  0.1661736 0.743 0.607  1.000000e+00       0
## Gm45629             5.607215e-05  1.8058535 0.056 0.017  1.000000e+00       0
## Pcnt                5.614358e-05  0.1049463 0.582 0.431  1.000000e+00       0
## Diablo              5.690426e-05  0.3142986 0.451 0.322  1.000000e+00       0
## Peg13               5.694327e-05  0.3126314 0.388 0.266  1.000000e+00       0
## Faf1                5.750954e-05  0.1092801 0.922 0.792  1.000000e+00       0
## U2surp              5.751374e-05  0.1673012 0.888 0.716  1.000000e+00       0
## Abcf3               5.771179e-05  0.2920858 0.437 0.321  1.000000e+00       0
## 5930430L01Rik       5.790010e-05  0.6188913 0.224 0.132  1.000000e+00       0
## 5730408A14Rik       5.799490e-05  0.6829966 0.134 0.064  1.000000e+00       0
## Smox                5.801540e-05  0.1656932 0.351 0.234  1.000000e+00       0
## Sympk               5.842656e-05  0.2270688 0.608 0.470  1.000000e+00       0
## Rnpepl1             5.851097e-05  0.1238570 0.854 0.652  1.000000e+00       0
## Fignl2              5.869079e-05  0.5441829 0.153 0.077  1.000000e+00       0
## Nfyb                5.869819e-05  0.3991626 0.526 0.404  1.000000e+00       0
## Krcc1               5.909191e-05  0.1244049 0.810 0.625  1.000000e+00       0
## Ppp6r2              5.941340e-05  0.2047350 0.664 0.509  1.000000e+00       0
## Tmed8               5.963551e-05  0.3704636 0.399 0.287  1.000000e+00       0
## Arnt                5.995268e-05  0.1660150 0.698 0.542  1.000000e+00       0
## Gmps                6.025335e-05  0.3135685 0.519 0.389  1.000000e+00       0
## Pigs                6.068037e-05  0.4569699 0.444 0.331  1.000000e+00       0
## Oaz2                6.076432e-05  0.2122925 0.507 0.375  1.000000e+00       0
## Nub1                6.108373e-05  0.1341887 0.646 0.507  1.000000e+00       0
## Enpp4               6.126900e-05  0.7048831 0.284 0.187  1.000000e+00       0
## Ntng2               6.131774e-05  0.2391840 0.231 0.133  1.000000e+00       0
## Dpp8                6.134640e-05  0.1194590 0.761 0.607  1.000000e+00       0
## Sh3pxd2a            6.163403e-05  0.2414890 0.466 0.331  1.000000e+00       0
## Sart3               6.221059e-05  0.2713552 0.403 0.286  1.000000e+00       0
## Phf20l1             6.265956e-05  0.1571613 0.884 0.712  1.000000e+00       0
## Slc26a8             6.324649e-05  1.2066811 0.090 0.036  1.000000e+00       0
## Bicd2               6.328621e-05  0.4975945 0.284 0.182  1.000000e+00       0
## Cap1                6.385907e-05  0.1215706 0.720 0.591  1.000000e+00       0
## Ttbk2               6.418647e-05  0.5317621 0.384 0.278  1.000000e+00       0
## Tmem185a            6.447490e-05  0.1490667 0.373 0.262  1.000000e+00       0
## Hcfc1r1             6.472705e-05  0.1299331 0.683 0.501  1.000000e+00       0
## Slco1a6             6.474435e-05  1.2314007 0.067 0.023  1.000000e+00       0
## Tab1                6.576209e-05  0.2724648 0.388 0.271  1.000000e+00       0
## Clip1               6.619041e-05  0.2051202 0.716 0.572  1.000000e+00       0
## Amdhd2              6.636151e-05  0.2380774 0.515 0.391  1.000000e+00       0
## Tmc7                6.645502e-05  0.3430764 0.261 0.160  1.000000e+00       0
## Fbxo6               6.649674e-05  0.7987019 0.246 0.158  1.000000e+00       0
## Fasn                6.695637e-05  0.2037407 0.496 0.375  1.000000e+00       0
## Rab3b               6.698689e-05  0.2098385 0.302 0.190  1.000000e+00       0
## Nfe2l1              6.773511e-05  0.1971942 0.754 0.591  1.000000e+00       0
## Edrf1               6.794579e-05  0.2560491 0.429 0.306  1.000000e+00       0
## Rnps1               6.794835e-05  0.1410936 0.608 0.456  1.000000e+00       0
## Fbxl4               6.810113e-05  0.4556226 0.369 0.261  1.000000e+00       0
## Pip5k1c             6.810932e-05  0.3253038 0.444 0.321  1.000000e+00       0
## Gm38116             6.848860e-05  0.1124623 0.698 0.520  1.000000e+00       0
## Gm20300             6.871180e-05  0.4663257 0.362 0.253  1.000000e+00       0
## Pitpnb              6.960712e-05  0.1786227 0.698 0.526  1.000000e+00       0
## Nubpl               6.988313e-05  0.2762991 0.343 0.231  1.000000e+00       0
## Ttll3               6.992318e-05  0.2358245 0.358 0.239  1.000000e+00       0
## Coq10b              7.012357e-05  0.1939331 0.448 0.326  1.000000e+00       0
## Ceacam18            7.059751e-05  0.1200663 0.649 0.469  1.000000e+00       0
## Gm37320             7.064092e-05  0.6783714 0.138 0.069  1.000000e+00       0
## Isyna1              7.072932e-05  0.2664926 0.459 0.334  1.000000e+00       0
## Sf3b4               7.077819e-05  0.3431070 0.354 0.253  1.000000e+00       0
## Smarcb1             7.097056e-05  0.2661934 0.593 0.448  1.000000e+00       0
## Eya3                7.116053e-05  0.1915421 0.731 0.584  1.000000e+00       0
## Fam174c             7.127633e-05  0.5614226 0.325 0.228  1.000000e+00       0
## Dbn1                7.167110e-05  1.0925039 0.164 0.090  1.000000e+00       0
## Rgl2                7.176037e-05  0.1825865 0.433 0.316  1.000000e+00       0
## Nkapd1              7.201279e-05  0.4218040 0.381 0.275  1.000000e+00       0
## Trim14              7.208766e-05  0.1281817 0.769 0.617  1.000000e+00       0
## Osbpl9              7.245122e-05  0.1396990 0.854 0.722  1.000000e+00       0
## Gm43672             7.276233e-05  0.9732881 0.123 0.060  1.000000e+00       0
## Odr4                7.306863e-05  0.4137781 0.455 0.340  1.000000e+00       0
## Tcf12               7.358082e-05  0.1008655 0.985 0.853  1.000000e+00       0
## Ap3m1               7.381233e-05  0.1930491 0.545 0.409  1.000000e+00       0
## Pemt                7.447005e-05  0.5404457 0.194 0.110  1.000000e+00       0
## Rint1               7.475225e-05  0.2419552 0.511 0.392  1.000000e+00       0
## Rchy1               7.475916e-05  0.1877654 0.597 0.461  1.000000e+00       0
## Gm9132              7.478354e-05  1.5488578 0.063 0.022  1.000000e+00       0
## Dctn4               7.547478e-05  0.2131501 0.720 0.575  1.000000e+00       0
## Atg4b               7.628789e-05  0.1772390 0.556 0.417  1.000000e+00       0
## Mff                 7.670231e-05  0.1218992 0.705 0.545  1.000000e+00       0
## Gm20604             7.673499e-05  0.7982881 0.243 0.157  1.000000e+00       0
## Ube2cbp             7.829539e-05  0.8564827 0.205 0.120  1.000000e+00       0
## Cibar1              7.869637e-05  0.5376981 0.351 0.252  1.000000e+00       0
## Fam162a             7.873442e-05  0.2344775 0.459 0.322  1.000000e+00       0
## Timp4               7.898961e-05  1.7055658 0.052 0.016  1.000000e+00       0
## Nsrp1               7.911684e-05  0.2625840 0.716 0.565  1.000000e+00       0
## Fgd5                7.916210e-05  2.5755376 0.030 0.006  1.000000e+00       0
## A930028N01Rik       7.968191e-05  1.5398029 0.112 0.053  1.000000e+00       0
## Rnft1               7.985961e-05  0.3390863 0.425 0.314  1.000000e+00       0
## Abcb7               7.986644e-05  0.2901963 0.690 0.553  1.000000e+00       0
## Selenow             7.990339e-05  0.1532623 0.888 0.637  1.000000e+00       0
## Polr1h              7.991911e-05  0.3109898 0.466 0.352  1.000000e+00       0
## H2ac18              8.018134e-05  0.3662679 0.205 0.119  1.000000e+00       0
## Arc                 8.030595e-05  1.0637494 0.093 0.039  1.000000e+00       0
## Fam114a2            8.033500e-05  0.1566553 0.817 0.653  1.000000e+00       0
## Cert1               8.035054e-05  0.1791487 0.884 0.716  1.000000e+00       0
## Zfp133-ps           8.035334e-05  1.0025839 0.063 0.022  1.000000e+00       0
## Ggt7                8.072069e-05  0.7112714 0.194 0.109  1.000000e+00       0
## Spred3              8.072998e-05  0.3957728 0.250 0.154  1.000000e+00       0
## Zfp628              8.078322e-05  0.5981985 0.187 0.108  1.000000e+00       0
## Tfcp2               8.091440e-05  0.2580170 0.433 0.316  1.000000e+00       0
## Gnl2                8.146985e-05  0.4104759 0.377 0.264  1.000000e+00       0
## Uspl1               8.181500e-05  0.2798754 0.396 0.284  1.000000e+00       0
## Gm8291              8.234786e-05  3.2127399 0.019 0.002  1.000000e+00       0
## Zfp871              8.252646e-05  0.2401785 0.832 0.652  1.000000e+00       0
## Pcdhga1             8.267015e-05  2.9695209 0.019 0.002  1.000000e+00       0
## Hadhb-ps            8.299364e-05  1.9185920 0.019 0.002  1.000000e+00       0
## Zfp24               8.309772e-05  0.2474027 0.526 0.408  1.000000e+00       0
## Kiz                 8.313664e-05  0.1631313 0.604 0.451  1.000000e+00       0
## Myh7                8.331831e-05  3.0374280 0.019 0.002  1.000000e+00       0
## Mrps15              8.367156e-05  0.2858766 0.563 0.434  1.000000e+00       0
## Tpk1                8.428701e-05  0.1460010 0.836 0.658  1.000000e+00       0
## Gm48267             8.453797e-05  0.2569888 0.392 0.268  1.000000e+00       0
## Rbsn                8.466751e-05  0.4319308 0.340 0.233  1.000000e+00       0
## Gm12007             8.495979e-05  1.6836003 0.019 0.002  1.000000e+00       0
## Slc30a1             8.557605e-05  0.2054247 0.336 0.229  1.000000e+00       0
## Gm47797             8.709884e-05  1.9114658 0.060 0.020  1.000000e+00       0
## Gm15904             8.724077e-05  1.6111333 0.041 0.011  1.000000e+00       0
## Krit1               8.749816e-05  0.1407034 0.806 0.640  1.000000e+00       0
## Capn9               8.755354e-05  0.8964002 0.101 0.045  1.000000e+00       0
## 4632404H12Rik       8.771884e-05  0.8294426 0.183 0.106  1.000000e+00       0
## Ptafr               8.843434e-05  0.9153387 0.086 0.035  1.000000e+00       0
## Gtpbp1              8.878164e-05  0.2850673 0.519 0.394  1.000000e+00       0
## Coa4                8.943989e-05  0.5823191 0.310 0.216  1.000000e+00       0
## Gmppb               8.961763e-05  0.3600785 0.444 0.321  1.000000e+00       0
## Gm14812             8.985284e-05  1.5949790 0.041 0.011  1.000000e+00       0
## Zfp335              8.989019e-05  0.5090410 0.269 0.171  1.000000e+00       0
## Spns1               9.016082e-05  0.2701912 0.444 0.328  1.000000e+00       0
## Hoxb3               9.074838e-05  1.1688278 0.112 0.052  1.000000e+00       0
## Cdc37l1             9.078075e-05  0.1623409 0.802 0.636  1.000000e+00       0
## Khnyn               9.094784e-05  0.1534849 0.716 0.591  1.000000e+00       0
## Llgl2               9.117930e-05  0.1901032 0.795 0.646  1.000000e+00       0
## Timm17a             9.182633e-05  0.1828385 0.631 0.467  1.000000e+00       0
## Heatr6              9.206256e-05  0.3034488 0.556 0.424  1.000000e+00       0
## Kbtbd4              9.230646e-05  0.8397701 0.224 0.141  1.000000e+00       0
## Antkmt              9.272996e-05  0.9874494 0.175 0.101  1.000000e+00       0
## Mrpl32              9.277385e-05  0.2009581 0.545 0.406  1.000000e+00       0
## Gm44190             9.289104e-05  2.2892836 0.034 0.007  1.000000e+00       0
## Dnai3               9.302658e-05  1.5504471 0.067 0.024  1.000000e+00       0
## Pspc1               9.337310e-05  0.1891008 0.675 0.553  1.000000e+00       0
## Dyrk1a              9.349747e-05  0.1191568 0.933 0.814  1.000000e+00       0
## Lrrc8e              9.391436e-05  2.0228033 0.034 0.007  1.000000e+00       0
## 2810013P06Rik       9.457430e-05  0.2108047 0.638 0.490  1.000000e+00       0
## Gm19605             9.517743e-05  0.6695286 0.190 0.110  1.000000e+00       0
## Gcgr                9.552736e-05  1.9871160 0.034 0.007  1.000000e+00       0
## Rnf5                9.644290e-05  0.2514608 0.549 0.422  1.000000e+00       0
## Plod2               9.669548e-05  1.5719732 0.034 0.007  1.000000e+00       0
## Plekha8             9.762303e-05  0.2274958 0.590 0.468  1.000000e+00       0
## Chsy3               9.792407e-05  1.6029693 0.049 0.014  1.000000e+00       0
## Grcc10              9.798011e-05  0.7358952 0.340 0.241  1.000000e+00       0
## Gm14224             9.883215e-05  1.9695179 0.034 0.007  1.000000e+00       0
## B430219N15Rik       9.927669e-05  1.0155543 0.093 0.040  1.000000e+00       0
## Nat8f2              9.940928e-05  1.3031331 0.056 0.018  1.000000e+00       0
## Flot2               9.949771e-05  0.2946655 0.530 0.408  1.000000e+00       0
## Rnf44               1.007745e-04  0.1938363 0.493 0.367  1.000000e+00       0
## Vsir                1.009094e-04  1.0241392 0.149 0.079  1.000000e+00       0
## Borcs8              1.016651e-04  0.2683431 0.399 0.297  1.000000e+00       0
## Ssr1                1.022940e-04  0.1216985 0.772 0.587  1.000000e+00       0
## Igfbp3              1.024708e-04  1.5379953 0.075 0.029  1.000000e+00       0
## Dcp1b               1.024799e-04  0.1529058 0.522 0.391  1.000000e+00       0
## Gm49450             1.026137e-04  0.2136439 0.101 0.044  1.000000e+00       0
## Dnajc14             1.026841e-04  0.1643447 0.493 0.371  1.000000e+00       0
## Rgs20               1.033881e-04  0.9555617 0.160 0.087  1.000000e+00       0
## A630001O12Rik       1.038534e-04  0.5218252 0.093 0.039  1.000000e+00       0
## Nras                1.039066e-04  0.1871408 0.653 0.528  1.000000e+00       0
## Mfsd6l              1.039774e-04  0.5090444 0.310 0.212  1.000000e+00       0
## Axin1               1.041923e-04  0.2154971 0.604 0.472  1.000000e+00       0
## Pam                 1.045731e-04  0.1273577 0.993 0.834  1.000000e+00       0
## Pgf                 1.056789e-04  1.3651042 0.060 0.020  1.000000e+00       0
## Sumo1               1.063216e-04  0.1788790 0.937 0.706  1.000000e+00       0
## Clstn2              1.063258e-04  0.2745458 0.340 0.225  1.000000e+00       0
## 2210417A02Rik       1.064181e-04  1.4339386 0.101 0.045  1.000000e+00       0
## Uxt                 1.077187e-04  0.5077947 0.340 0.242  1.000000e+00       0
## Nampt               1.079570e-04  0.1227669 0.493 0.362  1.000000e+00       0
## Coq3                1.081751e-04  0.4117144 0.377 0.267  1.000000e+00       0
## Cirbp               1.098868e-04  0.3207950 0.567 0.433  1.000000e+00       0
## Mrps23              1.114464e-04  0.4225092 0.407 0.297  1.000000e+00       0
## Ctse                1.118214e-04  1.3124169 0.153 0.082  1.000000e+00       0
## E030030I06Rik       1.121179e-04  0.6093507 0.250 0.160  1.000000e+00       0
## Radx                1.126965e-04  1.0620397 0.045 0.013  1.000000e+00       0
## Rlf                 1.129177e-04  0.1577867 0.769 0.628  1.000000e+00       0
## Ylpm1               1.147345e-04  0.1693031 0.810 0.647  1.000000e+00       0
## Zfp426              1.156513e-04  0.3613297 0.396 0.288  1.000000e+00       0
## Sco1                1.158374e-04  0.4547090 0.284 0.186  1.000000e+00       0
## Exosc3              1.163403e-04  0.2320326 0.343 0.236  1.000000e+00       0
## Stambp              1.174923e-04  0.3056605 0.433 0.314  1.000000e+00       0
## Akap6               1.177187e-04  0.1650647 0.104 0.046  1.000000e+00       0
## Ube2k               1.181126e-04  0.1618235 0.922 0.770  1.000000e+00       0
## Dhx36               1.183325e-04  0.1755620 0.858 0.688  1.000000e+00       0
## Thoc5               1.185629e-04  0.2518542 0.358 0.257  1.000000e+00       0
## Epm2aip1            1.186422e-04  0.2278230 0.474 0.344  1.000000e+00       0
## Nme7                1.187921e-04  0.3958244 0.410 0.309  1.000000e+00       0
## Pla2g6              1.207439e-04  0.2291149 0.519 0.387  1.000000e+00       0
## Oga                 1.210677e-04  0.1004078 0.933 0.742  1.000000e+00       0
## Spag1               1.217703e-04  0.4158255 0.336 0.228  1.000000e+00       0
## Atg3                1.221012e-04  0.1177159 0.735 0.566  1.000000e+00       0
## Proz                1.223894e-04  1.0259129 0.112 0.053  1.000000e+00       0
## Odf2                1.225826e-04  0.1763774 0.526 0.391  1.000000e+00       0
## Serpine1            1.226081e-04  0.8397276 0.063 0.022  1.000000e+00       0
## H2bc6               1.230072e-04  0.5275741 0.272 0.177  1.000000e+00       0
## Cbln3               1.236366e-04  0.8154779 0.160 0.088  1.000000e+00       0
## Klhl22              1.245126e-04  0.3009322 0.500 0.378  1.000000e+00       0
## Akap11              1.245131e-04  0.2129408 0.679 0.543  1.000000e+00       0
## Cep135              1.247158e-04  0.1774790 0.384 0.270  1.000000e+00       0
## Dlgap4              1.248326e-04  0.1005768 0.724 0.563  1.000000e+00       0
## Tpt1-ps3            1.248984e-04  0.2388713 0.235 0.148  1.000000e+00       0
## Ncbp2               1.252729e-04  0.4614048 0.373 0.274  1.000000e+00       0
## Dus2                1.259233e-04  0.7692392 0.224 0.140  1.000000e+00       0
## Imp3                1.265756e-04  0.2315571 0.593 0.431  1.000000e+00       0
## Rab21               1.267210e-04  0.1947871 0.765 0.609  1.000000e+00       0
## Rnf115              1.268444e-04  0.2036400 0.825 0.678  1.000000e+00       0
## Arhgap45            1.278670e-04  0.8102387 0.097 0.043  1.000000e+00       0
## Prdm15              1.284592e-04  0.3914905 0.366 0.257  1.000000e+00       0
## Ebp                 1.301078e-04  0.1597633 0.578 0.418  1.000000e+00       0
## Gm29543             1.316868e-04  2.6482992 0.026 0.005  1.000000e+00       0
## Psmd9               1.320124e-04  0.1378317 0.500 0.372  1.000000e+00       0
## Vmn2r26             1.332005e-04  1.5395251 0.026 0.005  1.000000e+00       0
## Sgf29               1.334976e-04  0.3106430 0.366 0.258  1.000000e+00       0
## Zzz3                1.344801e-04  0.1285092 0.772 0.599  1.000000e+00       0
## Trappc5             1.352620e-04  0.3516716 0.478 0.365  1.000000e+00       0
## Uros                1.356948e-04  0.4646425 0.321 0.222  1.000000e+00       0
## Gm48798             1.363872e-04  1.0588099 0.078 0.031  1.000000e+00       0
## Tmem268             1.375432e-04  0.6326089 0.224 0.141  1.000000e+00       0
## Ermp1               1.392575e-04  0.3112444 0.328 0.228  1.000000e+00       0
## Entr1               1.409022e-04  0.2527794 0.515 0.404  1.000000e+00       0
## Ppp1r8              1.410487e-04  0.5679156 0.299 0.204  1.000000e+00       0
## Gnas                1.431883e-04  0.1487453 1.000 0.898  1.000000e+00       0
## Gm28580             1.432550e-04  3.7392400 0.011 0.001  1.000000e+00       0
## Gm15734             1.432550e-04  3.6476675 0.011 0.001  1.000000e+00       0
## Apoc1               1.432550e-04  5.0213468 0.011 0.001  1.000000e+00       0
## Smim40              1.432550e-04  3.5513542 0.011 0.001  1.000000e+00       0
## A730085E03Rik       1.432550e-04  3.6461743 0.011 0.001  1.000000e+00       0
## Gm50279             1.432550e-04  3.6885130 0.011 0.001  1.000000e+00       0
## Pth2r               1.440699e-04  3.8615150 0.011 0.001  1.000000e+00       0
## Naa30               1.442002e-04  0.3632384 0.414 0.301  1.000000e+00       0
## Snx3                1.443482e-04  0.1481243 0.955 0.783  1.000000e+00       0
## Kctd17              1.445181e-04  0.3223791 0.138 0.070  1.000000e+00       0
## Zfp7                1.452221e-04  0.3276355 0.284 0.186  1.000000e+00       0
## Hpca                1.453095e-04  0.6194003 0.075 0.030  1.000000e+00       0
## Glrb                1.457126e-04  2.3308731 0.011 0.001  1.000000e+00       0
## Acp7                1.457126e-04  0.8043643 0.011 0.001  1.000000e+00       0
## Gm47162             1.457126e-04  3.4011779 0.011 0.001  1.000000e+00       0
## Gm46496             1.457126e-04  2.8387336 0.011 0.001  1.000000e+00       0
## Zbtb45              1.468173e-04  0.6420874 0.228 0.146  1.000000e+00       0
## Elovl1              1.468618e-04  0.1944695 0.619 0.485  1.000000e+00       0
## Gm37033             1.483333e-04  0.6398840 0.157 0.083  1.000000e+00       0
## Pdcd10              1.488456e-04  0.1271130 0.791 0.608  1.000000e+00       0
## Ctnnbl1             1.493420e-04  0.2878891 0.522 0.404  1.000000e+00       0
## Adam10              1.493785e-04  0.1631502 0.907 0.742  1.000000e+00       0
## Atg13               1.498433e-04  0.2347821 0.593 0.462  1.000000e+00       0
## Trpc4ap             1.501849e-04  0.1235654 0.821 0.658  1.000000e+00       0
## Psmd11              1.518660e-04  0.1129623 0.795 0.616  1.000000e+00       0
## Gm20682             1.534950e-04  0.3222994 0.116 0.054  1.000000e+00       0
## 6030460B20Rik       1.536586e-04  1.8655084 0.052 0.017  1.000000e+00       0
## Slc9a8              1.538459e-04  0.1532532 0.560 0.427  1.000000e+00       0
## Thap1               1.539482e-04  0.5379152 0.231 0.145  1.000000e+00       0
## Fads2               1.540801e-04  0.1517447 0.493 0.348  1.000000e+00       0
## Mrpl43              1.553247e-04  0.1618693 0.660 0.498  1.000000e+00       0
## Gigyf1              1.560242e-04  0.2276055 0.534 0.414  1.000000e+00       0
## TUSC3               1.562276e-04  0.1732351 0.948 0.737  1.000000e+00       0
## F2rl1               1.566179e-04  0.1926338 0.399 0.282  1.000000e+00       0
## Bglap3              1.577008e-04  0.8778629 0.049 0.015  1.000000e+00       0
## Dcst1               1.589549e-04  0.4877965 0.146 0.076  1.000000e+00       0
## Sall4               1.589745e-04  2.3260483 0.030 0.006  1.000000e+00       0
## Prmt9               1.590860e-04  0.2712591 0.351 0.242  1.000000e+00       0
## Myo7a               1.591681e-04  0.4405762 0.254 0.160  1.000000e+00       0
## Coq2                1.594301e-04  0.1145507 0.537 0.392  1.000000e+00       0
## Wdr75               1.606195e-04  0.5661881 0.239 0.152  1.000000e+00       0
## Ercc6l2             1.623829e-04  0.3010312 0.485 0.368  1.000000e+00       0
## Zbtb1               1.624952e-04  0.2483021 0.369 0.266  1.000000e+00       0
## Rbm27               1.628519e-04  0.1033090 0.761 0.607  1.000000e+00       0
## Esco1               1.629154e-04  0.1598561 0.739 0.596  1.000000e+00       0
## Adgrg2              1.632054e-04  1.0328661 0.071 0.027  1.000000e+00       0
## Trim40              1.632089e-04  0.2951239 0.228 0.137  1.000000e+00       0
## Sub1                1.644567e-04  0.1152650 0.825 0.606  1.000000e+00       0
## Fam126b             1.654309e-04  0.1652079 0.642 0.497  1.000000e+00       0
## Eps8l1              1.662619e-04  0.2418036 0.302 0.198  1.000000e+00       0
## Slc66a2             1.664971e-04  0.4381099 0.377 0.274  1.000000e+00       0
## Pex5                1.675837e-04  0.3198685 0.381 0.278  1.000000e+00       0
## Sdhaf2              1.678542e-04  0.1684457 0.526 0.398  1.000000e+00       0
## Pex2                1.684766e-04  0.1825513 0.541 0.422  1.000000e+00       0
## Elf2                1.691209e-04  0.1073440 0.922 0.771  1.000000e+00       0
## Cyb561d2            1.691729e-04  0.7286620 0.280 0.193  1.000000e+00       0
## Tmem200b            1.706236e-04  2.2997055 0.030 0.006  1.000000e+00       0
## Emc6                1.714745e-04  0.2866839 0.504 0.381  1.000000e+00       0
## Ewsr1               1.715179e-04  0.1464584 0.854 0.696  1.000000e+00       0
## Rpp21               1.719147e-04  0.1819266 0.616 0.462  1.000000e+00       0
## Zfp277              1.722248e-04  0.2413738 0.586 0.466  1.000000e+00       0
## Wdr13               1.724685e-04  0.2848501 0.571 0.441  1.000000e+00       0
## Rabgef1             1.731110e-04  0.1395954 0.466 0.351  1.000000e+00       0
## Gm49085             1.745317e-04  1.6546529 0.052 0.017  1.000000e+00       0
## Anapc11             1.750260e-04  0.2804442 0.459 0.341  1.000000e+00       0
## Usp39               1.780028e-04  0.6300379 0.272 0.183  1.000000e+00       0
## F830115B05Rik       1.782088e-04  0.4604411 0.257 0.165  1.000000e+00       0
## Tigar               1.784588e-04  0.5424239 0.205 0.126  1.000000e+00       0
## Trim17              1.802208e-04  0.5997749 0.168 0.093  1.000000e+00       0
## Rprd1b              1.822732e-04  0.1640472 0.578 0.448  1.000000e+00       0
## Cbll1               1.825681e-04  0.3304379 0.481 0.363  1.000000e+00       0
## Mirt1               1.831083e-04  0.8719615 0.104 0.049  1.000000e+00       0
## Cdc5l               1.841244e-04  0.1581810 0.705 0.558  1.000000e+00       0
## Rdh10               1.853535e-04  0.4353215 0.310 0.214  1.000000e+00       0
## Atmin               1.857465e-04  0.5473651 0.265 0.180  1.000000e+00       0
## Pltp                1.867546e-04  1.9099315 0.045 0.013  1.000000e+00       0
## 6330418K02Rik       1.877430e-04  0.9277009 0.153 0.086  1.000000e+00       0
## C130046K22Rik       1.882567e-04  0.6520287 0.164 0.091  1.000000e+00       0
## Tulp3               1.894953e-04  0.2960876 0.302 0.201  1.000000e+00       0
## Gm44509             1.895380e-04  1.3975641 0.090 0.040  1.000000e+00       0
## Rnf185              1.898547e-04  0.1781265 0.493 0.362  1.000000e+00       0
## Birc6               1.900369e-04  0.1117257 0.981 0.873  1.000000e+00       0
## Sec24c              1.912853e-04  0.2016849 0.698 0.558  1.000000e+00       0
## Inafm2              1.937108e-04  0.6235463 0.265 0.178  1.000000e+00       0
## Rnf34               1.949265e-04  0.3085815 0.578 0.456  1.000000e+00       0
## Gm44710             1.950782e-04  0.8872118 0.078 0.032  1.000000e+00       0
## Nebl                1.952249e-04  0.6200151 0.101 0.046  1.000000e+00       0
## Abce1               1.954516e-04  0.2019780 0.478 0.362  1.000000e+00       0
## Fzd6                1.960734e-04  0.2252031 0.276 0.179  1.000000e+00       0
## D630003M21Rik       1.969833e-04  1.3861209 0.056 0.019  1.000000e+00       0
## Bscl2               1.979600e-04  0.5078460 0.381 0.293  1.000000e+00       0
## Plekhf2             1.986392e-04  0.2168887 0.463 0.341  1.000000e+00       0
## Akap8               1.998782e-04  0.1949863 0.556 0.436  1.000000e+00       0
## Rnf39               2.000680e-04  0.6078982 0.160 0.088  1.000000e+00       0
## Gm5436              2.001846e-04  1.1238554 0.123 0.063  1.000000e+00       0
## Kbtbd6              2.004179e-04  3.1061763 0.022 0.004  1.000000e+00       0
## Phf5a               2.013700e-04  0.1437682 0.560 0.413  1.000000e+00       0
## Smim8               2.015249e-04  0.4200179 0.433 0.328  1.000000e+00       0
## Stt3a               2.020792e-04  0.2060363 0.765 0.587  1.000000e+00       0
## Pla2g2c             2.039854e-04  1.2623044 0.112 0.054  1.000000e+00       0
## Kctd2               2.043391e-04  0.2495926 0.422 0.313  1.000000e+00       0
## Samd4b              2.065822e-04  0.2236292 0.571 0.454  1.000000e+00       0
## Gm13822             2.069847e-04  1.3301388 0.086 0.038  1.000000e+00       0
## Lrrc74b             2.070765e-04  1.4767704 0.063 0.023  1.000000e+00       0
## Coq5                2.086083e-04  0.1063523 0.369 0.260  1.000000e+00       0
## Sacm1l              2.101575e-04  0.1368101 0.780 0.597  1.000000e+00       0
## Dnajb6              2.104057e-04  0.1538470 0.892 0.727  1.000000e+00       0
## Klf13               2.113400e-04  0.1516209 0.806 0.641  1.000000e+00       0
## Cmtm6               2.116808e-04  0.1750583 0.627 0.490  1.000000e+00       0
## Wdr74               2.124514e-04  0.4673626 0.306 0.208  1.000000e+00       0
## Mrps18c             2.131154e-04  0.1681855 0.619 0.454  1.000000e+00       0
## Foxa2               2.132942e-04  0.3001850 0.463 0.330  1.000000e+00       0
## Vwa5b1              2.151519e-04  2.5289322 0.022 0.004  1.000000e+00       0
## Ptgr2               2.155412e-04  0.1163437 0.642 0.491  1.000000e+00       0
## Gm37064             2.158150e-04  2.5733246 0.022 0.004  1.000000e+00       0
## Sema3b              2.161101e-04  0.2570164 0.295 0.199  1.000000e+00       0
## Gm26887             2.181987e-04  1.0751216 0.086 0.036  1.000000e+00       0
## Bnip2               2.187781e-04  0.3575898 0.403 0.289  1.000000e+00       0
## Brap                2.191059e-04  0.1000448 0.519 0.388  1.000000e+00       0
## Insrr               2.203531e-04  1.1576041 0.101 0.046  1.000000e+00       0
## Gid8                2.233633e-04  0.4565812 0.381 0.288  1.000000e+00       0
## Gm28530             2.270471e-04  0.6378916 0.198 0.118  1.000000e+00       0
## Cep20               2.279489e-04  0.1812757 0.496 0.381  1.000000e+00       0
## Tgfbr1              2.300720e-04  0.1771054 0.664 0.536  1.000000e+00       0
## Timm8a1             2.319879e-04  0.1804384 0.209 0.128  1.000000e+00       0
## Rbm6                2.326231e-04  0.1142798 0.974 0.840  1.000000e+00       0
## Srsf10              2.335292e-04  0.1071004 0.716 0.550  1.000000e+00       0
## Fkrp                2.341390e-04  0.4619330 0.325 0.228  1.000000e+00       0
## Dffa                2.359125e-04  0.5442755 0.254 0.165  1.000000e+00       0
## Ubb-ps              2.368414e-04  0.4771619 0.280 0.186  1.000000e+00       0
## Gnmt                2.385341e-04  1.6073198 0.052 0.017  1.000000e+00       0
## Pcid2               2.392985e-04  0.3061341 0.336 0.236  1.000000e+00       0
## Myo16               2.419920e-04  1.0592929 0.049 0.015  1.000000e+00       0
## Polr3a              2.435156e-04  0.5785004 0.243 0.160  1.000000e+00       0
## Ankra2              2.459963e-04  0.1569776 0.623 0.487  1.000000e+00       0
## Gm49555             2.463969e-04  0.6554092 0.175 0.100  1.000000e+00       0
## Fkbp15              2.477673e-04  0.1986228 0.623 0.510  1.000000e+00       0
## Gm44673             2.483878e-04  1.4011154 0.052 0.017  1.000000e+00       0
## 1700045H11Rik       2.492362e-04  1.1808563 0.075 0.030  1.000000e+00       0
## Rbm18               2.524128e-04  0.1825249 0.459 0.349  1.000000e+00       0
## Rhoa                2.524325e-04  0.1124731 0.981 0.835  1.000000e+00       0
## Gimap9              2.526861e-04  1.1169445 0.116 0.058  1.000000e+00       0
## Tmem184c            2.538439e-04  0.4374530 0.299 0.203  1.000000e+00       0
## Pdia4               2.567684e-04  0.1802748 0.672 0.524  1.000000e+00       0
## Ston1               2.579434e-04  0.6171954 0.123 0.062  1.000000e+00       0
## Gm8378              2.585514e-04  1.2301251 0.071 0.028  1.000000e+00       0
## Rab8a               2.595166e-04  0.1123273 0.623 0.485  1.000000e+00       0
## Keap1               2.611575e-04  0.1937546 0.575 0.435  1.000000e+00       0
## Gpr137b             2.622820e-04  1.2229642 0.086 0.038  1.000000e+00       0
## Map3k11             2.638531e-04  0.1479769 0.377 0.271  1.000000e+00       0
## 2900009J06Rik       2.648454e-04  0.8310343 0.075 0.031  1.000000e+00       0
## Gm32585             2.649292e-04  1.0515376 0.168 0.094  1.000000e+00       0
## Ttc13               2.656306e-04  0.1353608 0.437 0.324  1.000000e+00       0
## Ubap2               2.667851e-04  0.1329364 0.694 0.549  1.000000e+00       0
## Dcaf13              2.679064e-04  0.3584294 0.433 0.330  1.000000e+00       0
## Klhl28              2.695205e-04  0.2732697 0.388 0.278  1.000000e+00       0
## Tasp1               2.700614e-04  0.1861323 0.481 0.357  1.000000e+00       0
## Anapc10             2.704335e-04  0.2983170 0.481 0.369  1.000000e+00       0
## Nsfl1c              2.759015e-04  0.1591020 0.522 0.404  1.000000e+00       0
## Zdhhc23             2.776829e-04  0.3510814 0.302 0.212  1.000000e+00       0
## Zfp518a             2.789746e-04  0.2941646 0.407 0.304  1.000000e+00       0
## Mtf2                2.791256e-04  0.1511148 0.631 0.500  1.000000e+00       0
## Acbd3               2.795036e-04  0.1302702 0.899 0.722  1.000000e+00       0
## Pigbos1             2.800660e-04  0.3839011 0.485 0.387  1.000000e+00       0
## Gm43211             2.811893e-04  1.5823339 0.052 0.017  1.000000e+00       0
## Tmem69              2.864810e-04  0.9628714 0.138 0.075  1.000000e+00       0
## Wrnip1              2.892361e-04  0.2817529 0.433 0.327  1.000000e+00       0
## Insig1              2.903987e-04  0.5131696 0.414 0.322  1.000000e+00       0
## Zfp65               2.905786e-04  0.7347759 0.187 0.112  1.000000e+00       0
## D6Wsu163e           2.906820e-04  0.6113381 0.235 0.154  1.000000e+00       0
## Tspyl4              2.933826e-04  0.4924985 0.280 0.188  1.000000e+00       0
## Agap3               2.944045e-04  0.2547494 0.489 0.380  1.000000e+00       0
## Gbgt1               2.944870e-04  2.4362270 0.026 0.005  1.000000e+00       0
## Ube2a               2.950274e-04  0.1027237 0.601 0.459  1.000000e+00       0
## Snrnp200            2.965533e-04  0.2439499 0.552 0.432  1.000000e+00       0
## Hectd3              2.966027e-04  0.2347898 0.466 0.356  1.000000e+00       0
## Nckipsd             2.973807e-04  0.4637170 0.168 0.097  1.000000e+00       0
## Pldi                2.974829e-04  3.0192163 0.019 0.003  1.000000e+00       0
## Gm5444              2.974829e-04  2.8553832 0.019 0.003  1.000000e+00       0
## Gm16041             2.985070e-04  2.9489983 0.019 0.003  1.000000e+00       0
## Lactb2              3.004894e-04  0.2373487 0.545 0.415  1.000000e+00       0
## Dppa3               3.019187e-04  2.3435355 0.034 0.008  1.000000e+00       0
## Apoc2               3.040173e-04  1.5514301 0.045 0.014  1.000000e+00       0
## Ppp1cc              3.076605e-04  0.1704946 0.541 0.400  1.000000e+00       0
## Ubxn4               3.076769e-04  0.1009138 0.940 0.789  1.000000e+00       0
## Snx2                3.098935e-04  0.1620097 0.731 0.577  1.000000e+00       0
## Uck1                3.106009e-04  0.2418037 0.381 0.279  1.000000e+00       0
## AB124611            3.109746e-04  0.9030194 0.056 0.020  1.000000e+00       0
## Tgfbrap1            3.114531e-04  0.3693374 0.377 0.282  1.000000e+00       0
## Gm43011             3.121520e-04  0.5635316 0.228 0.144  1.000000e+00       0
## Tm2d3               3.124636e-04  0.2934553 0.422 0.314  1.000000e+00       0
## Krr1                3.137509e-04  0.4310278 0.321 0.232  1.000000e+00       0
## Cd320               3.139818e-04  0.3668774 0.325 0.226  1.000000e+00       0
## Dnajc22             3.150905e-04  0.1479659 0.481 0.358  1.000000e+00       0
## Med15               3.154896e-04  0.1358479 0.787 0.641  1.000000e+00       0
## Gm37084             3.160058e-04  0.6111273 0.146 0.079  1.000000e+00       0
## Arel1               3.166031e-04  0.2477402 0.511 0.396  1.000000e+00       0
## Gm48500             3.178852e-04  2.5630307 0.030 0.007  1.000000e+00       0
## A830005F24Rik       3.180310e-04  3.3830712 0.015 0.002  1.000000e+00       0
## Gm42651             3.229718e-04  1.7693601 0.034 0.008  1.000000e+00       0
## Tex15               3.245932e-04  2.7563800 0.015 0.002  1.000000e+00       0
## Tmem235             3.245932e-04  3.1848415 0.015 0.002  1.000000e+00       0
## Gm32932             3.245932e-04  2.9324472 0.015 0.002  1.000000e+00       0
## A530084C06Rik       3.247268e-04  2.4383578 0.030 0.007  1.000000e+00       0
## Cog1                3.258442e-04  0.2234314 0.522 0.399  1.000000e+00       0
## Gm49757             3.259207e-04  2.8516502 0.015 0.002  1.000000e+00       0
## Gm37015             3.259207e-04  2.7826926 0.015 0.002  1.000000e+00       0
## Sinhcaf             3.264190e-04  0.1581300 0.511 0.386  1.000000e+00       0
## Gm49923             3.272533e-04  2.9002928 0.015 0.002  1.000000e+00       0
## Tef                 3.273582e-04  0.2555571 0.425 0.312  1.000000e+00       0
## Hoxb2               3.274978e-04  1.2934959 0.082 0.036  1.000000e+00       0
## Maf1                3.277953e-04  0.3078056 0.489 0.375  1.000000e+00       0
## Gm13162             3.285910e-04  2.2340208 0.015 0.002  1.000000e+00       0
## Tanc2               3.311983e-04  0.2884405 0.313 0.217  1.000000e+00       0
## Wdr61               3.328985e-04  0.1355212 0.590 0.446  1.000000e+00       0
## Taf12               3.330619e-04  0.3079716 0.396 0.292  1.000000e+00       0
## Gm42460             3.348527e-04  1.9838916 0.030 0.007  1.000000e+00       0
## Ccdc9               3.348970e-04  0.3201332 0.373 0.273  1.000000e+00       0
## Nxph2               3.380370e-04  0.9732083 0.071 0.029  1.000000e+00       0
## Gm29296             3.394713e-04  1.8374203 0.034 0.008  1.000000e+00       0
## Itfg2               3.403859e-04  0.2951490 0.410 0.301  1.000000e+00       0
## Jkamp               3.415859e-04  0.1314924 0.575 0.436  1.000000e+00       0
## H3c1                3.419582e-04  0.5535837 0.164 0.092  1.000000e+00       0
## Gm4013              3.437375e-04  0.6030647 0.291 0.205  1.000000e+00       0
## Ube2j2              3.439989e-04  0.1038466 0.739 0.585  1.000000e+00       0
## Gm35438.1           3.454521e-04  0.7834554 0.101 0.048  1.000000e+00       0
## Setd3               3.456707e-04  0.1971559 0.825 0.661  1.000000e+00       0
## Erbb2               3.470868e-04  0.1949692 0.373 0.257  1.000000e+00       0
## Ube3a               3.472745e-04  0.1935252 0.869 0.725  1.000000e+00       0
## Ska2                3.482536e-04  0.7759483 0.190 0.115  1.000000e+00       0
## Ap3s2               3.490465e-04  0.2138673 0.586 0.452  1.000000e+00       0
## Frat2               3.493943e-04  0.3206354 0.369 0.260  1.000000e+00       0
## Fxr1                3.499959e-04  0.1059979 0.832 0.659  1.000000e+00       0
## Tmub2               3.504556e-04  0.3992877 0.399 0.305  1.000000e+00       0
## H4f16               3.546783e-04  0.6377548 0.160 0.090  1.000000e+00       0
## 4833438C02Rik       3.549524e-04  0.6234141 0.179 0.108  1.000000e+00       0
## 9330020H09Rik       3.578646e-04  0.8056181 0.183 0.111  1.000000e+00       0
## Rps6ka5             3.580223e-04  0.1550009 0.485 0.359  1.000000e+00       0
## Gm43010             3.582670e-04  0.4872036 0.190 0.113  1.000000e+00       0
## Gm26965             3.588861e-04  1.2228215 0.060 0.022  1.000000e+00       0
## Ormdl1              3.624757e-04  0.4372653 0.243 0.164  1.000000e+00       0
## Mib1                3.626290e-04  0.1215735 0.810 0.649  1.000000e+00       0
## Fxn                 3.638403e-04  0.5249040 0.328 0.233  1.000000e+00       0
## Serpinb9            3.665967e-04  0.8418330 0.198 0.125  1.000000e+00       0
## 6530402F18Rik       3.679441e-04  0.7891532 0.097 0.045  1.000000e+00       0
## Gm11099             3.717672e-04  0.7066992 0.078 0.033  1.000000e+00       0
## Thap2               3.720582e-04  0.2205280 0.507 0.384  1.000000e+00       0
## Tmem222             3.726967e-04  0.4950794 0.381 0.292  1.000000e+00       0
## Cd2bp2              3.759508e-04  0.3301229 0.381 0.291  1.000000e+00       0
## Tcf24               3.766058e-04  0.6838128 0.078 0.033  1.000000e+00       0
## Col4a5              3.776294e-04  0.7853079 0.041 0.012  1.000000e+00       0
## Nufip2              3.780988e-04  0.1030238 0.922 0.769  1.000000e+00       0
## Lrif1               3.789817e-04  0.1819218 0.537 0.422  1.000000e+00       0
## Rgs14               3.797669e-04  1.1761686 0.097 0.046  1.000000e+00       0
## Cnot11              3.832029e-04  0.5478992 0.284 0.200  1.000000e+00       0
## Necab2              3.851055e-04  0.5281193 0.123 0.064  1.000000e+00       0
## Gm50055             3.882206e-04  1.6974187 0.041 0.012  1.000000e+00       0
## Tulp2               3.934985e-04  0.5228523 0.243 0.159  1.000000e+00       0
## Tmem115             3.942934e-04  0.4896764 0.332 0.246  1.000000e+00       0
## Pisd                3.962182e-04  0.1934709 0.515 0.405  1.000000e+00       0
## Ankrd13c            3.968690e-04  0.1166192 0.802 0.605  1.000000e+00       0
## Serac1              3.974714e-04  0.4437657 0.194 0.116  1.000000e+00       0
## Pygl                3.976166e-04  0.1936713 0.063 0.024  1.000000e+00       0
## Ccdc127             4.000440e-04  0.4133505 0.407 0.309  1.000000e+00       0
## Hdgfl3              4.005598e-04  0.8349739 0.078 0.033  1.000000e+00       0
## Ints8               4.010527e-04  0.2802968 0.556 0.431  1.000000e+00       0
## Sft2d3              4.020560e-04  0.4911627 0.343 0.253  1.000000e+00       0
## Lratd2              4.021132e-04  0.1474251 0.351 0.253  1.000000e+00       0
## Dcaf10              4.023760e-04  0.1441447 0.627 0.492  1.000000e+00       0
## Rhot2               4.037462e-04  0.2294801 0.455 0.343  1.000000e+00       0
## Mrpl55              4.042585e-04  0.2311583 0.399 0.293  1.000000e+00       0
## Dpp9                4.052137e-04  0.2699319 0.478 0.361  1.000000e+00       0
## Capn11              4.093272e-04  0.4246632 0.209 0.128  1.000000e+00       0
## Rbm7                4.093351e-04  0.2903082 0.504 0.400  1.000000e+00       0
## Flywch1             4.108040e-04  0.1196375 0.541 0.432  1.000000e+00       0
## Gm20476             4.147826e-04  1.1072789 0.041 0.012  1.000000e+00       0
## Pex14               4.162703e-04  0.1278940 0.694 0.553  1.000000e+00       0
## Eftud2              4.175918e-04  0.1747903 0.466 0.349  1.000000e+00       0
## Gab2                4.213781e-04  0.1255137 0.828 0.690  1.000000e+00       0
## Smg5                4.223112e-04  0.1564562 0.519 0.393  1.000000e+00       0
## Tfam                4.230907e-04  0.3175144 0.418 0.314  1.000000e+00       0
## Agpat1              4.256950e-04  0.2519116 0.444 0.339  1.000000e+00       0
## Snx19               4.258601e-04  0.1538352 0.448 0.337  1.000000e+00       0
## Rpl36a-ps2          4.265017e-04  1.6447607 0.127 0.071  1.000000e+00       0
## Pigv                4.321639e-04  0.5366983 0.287 0.198  1.000000e+00       0
## Arpin               4.334604e-04  0.5562717 0.336 0.248  1.000000e+00       0
## Lsm12               4.358113e-04  0.1544618 0.601 0.465  1.000000e+00       0
## Cherp               4.371435e-04  0.2977990 0.470 0.354  1.000000e+00       0
## Zbtb40              4.458769e-04  0.2154343 0.396 0.295  1.000000e+00       0
## Fosb                4.491157e-04  0.2724655 0.515 0.390  1.000000e+00       0
## Snu13               4.506315e-04  0.1067504 0.545 0.419  1.000000e+00       0
## Comt                4.512247e-04  0.1017572 0.791 0.634  1.000000e+00       0
## Foxk2               4.512988e-04  0.1957875 0.575 0.456  1.000000e+00       0
## Rxrb                4.535182e-04  0.2561174 0.373 0.269  1.000000e+00       0
## Lpar6               4.538196e-04  0.2953348 0.257 0.175  1.000000e+00       0
## Pea15a              4.544610e-04  0.2551657 0.295 0.201  1.000000e+00       0
## N6amt1              4.545480e-04  0.4485637 0.366 0.269  1.000000e+00       0
## Nfkbib              4.570705e-04  0.3504068 0.362 0.261  1.000000e+00       0
## Zrsr1               4.596315e-04  0.5400077 0.209 0.130  1.000000e+00       0
## Fam222a             4.608887e-04  0.2190488 0.549 0.407  1.000000e+00       0
## Spg11               4.613068e-04  0.1729911 0.444 0.334  1.000000e+00       0
## Galnt3              4.658854e-04  0.2189283 0.582 0.461  1.000000e+00       0
## Gm42979             4.674502e-04  0.5457642 0.183 0.109  1.000000e+00       0
## Lxn                 4.717809e-04  0.5697863 0.351 0.263  1.000000e+00       0
## Pcmtd2              4.721147e-04  0.1716428 0.746 0.618  1.000000e+00       0
## Tmem132d            4.751886e-04  0.6407330 0.037 0.011  1.000000e+00       0
## Rtl6                4.787467e-04  0.4958194 0.216 0.139  1.000000e+00       0
## Fiz1                4.825859e-04  0.4853730 0.276 0.192  1.000000e+00       0
## Cand2               4.828434e-04  0.4849919 0.164 0.096  1.000000e+00       0
## Ogdhl               4.833634e-04  0.6144696 0.149 0.084  1.000000e+00       0
## Phpt1               4.843490e-04  0.4313319 0.224 0.149  1.000000e+00       0
## Cdc14b              4.847317e-04  0.1581088 0.608 0.491  1.000000e+00       0
## Kdf1                4.858686e-04  0.3766028 0.343 0.251  1.000000e+00       0
## Pcdhb20             4.908867e-04  1.6043491 0.049 0.016  1.000000e+00       0
## Ddx18               4.911418e-04  0.2425790 0.433 0.324  1.000000e+00       0
## Gm47585             4.912983e-04  0.4822164 0.310 0.217  1.000000e+00       0
## Pik3r2              4.921877e-04  0.3867435 0.396 0.291  1.000000e+00       0
## Smap1               4.927196e-04  0.1430375 0.896 0.724  1.000000e+00       0
## Tmem62              4.974408e-04  0.2062512 0.384 0.281  1.000000e+00       0
## Zfp994              4.976136e-04  0.5068024 0.366 0.270  1.000000e+00       0
## Faim                4.982260e-04  0.3321884 0.366 0.270  1.000000e+00       0
## Gm9619              4.987422e-04  2.6514652 0.034 0.009  1.000000e+00       0
## Gpsm1               5.019290e-04  0.5510362 0.205 0.128  1.000000e+00       0
## Gm5779              5.067344e-04  3.0215451 0.022 0.004  1.000000e+00       0
## Ubfd1               5.080235e-04  0.3411048 0.463 0.356  1.000000e+00       0
## Kansl2              5.092613e-04  0.1279658 0.526 0.410  1.000000e+00       0
## Scgb3a1             5.100556e-04  1.7483801 0.049 0.016  1.000000e+00       0
## Vasn                5.135153e-04  1.2824522 0.086 0.040  1.000000e+00       0
## Mrpl4               5.139506e-04  0.2194432 0.474 0.366  1.000000e+00       0
## Nsf                 5.144769e-04  0.1151054 0.813 0.653  1.000000e+00       0
## Gm28505             5.167849e-04  2.2704816 0.022 0.004  1.000000e+00       0
## Gatd1               5.174959e-04  0.3766923 0.347 0.256  1.000000e+00       0
## Tmem60              5.190912e-04  0.3330676 0.347 0.255  1.000000e+00       0
## Lamtor5             5.192917e-04  0.1419104 0.549 0.417  1.000000e+00       0
## Gm46560             5.210128e-04  1.0292602 0.131 0.071  1.000000e+00       0
## Stub1               5.229710e-04  0.1999276 0.918 0.723  1.000000e+00       0
## Lrp8os1             5.240772e-04  2.4948443 0.022 0.004  1.000000e+00       0
## Gm47584             5.255471e-04  2.1207096 0.022 0.004  1.000000e+00       0
## Qprt                5.265368e-04  1.2088565 0.071 0.030  1.000000e+00       0
## Gm37811             5.284985e-04  2.1705350 0.022 0.004  1.000000e+00       0
## Tesk1               5.303301e-04  0.2445349 0.358 0.263  1.000000e+00       0
## Rspry1              5.353198e-04  0.1826884 0.616 0.482  1.000000e+00       0
## Pip4p1              5.361822e-04  0.3778673 0.437 0.340  1.000000e+00       0
## Fmo1                5.378659e-04  0.1031960 0.224 0.140  1.000000e+00       0
## Slc52a2             5.385600e-04  0.1954776 0.362 0.258  1.000000e+00       0
## Homer3              5.406263e-04  0.8275681 0.101 0.049  1.000000e+00       0
## Hmgcl               5.422635e-04  0.1731427 0.608 0.474  1.000000e+00       0
## Gm43203             5.444151e-04  0.8532838 0.063 0.025  1.000000e+00       0
## Gm38257             5.484546e-04  0.7100507 0.194 0.118  1.000000e+00       0
## Rapgef5             5.492884e-04  0.3674972 0.459 0.353  1.000000e+00       0
## Slc25a20            5.513771e-04  0.1288287 0.451 0.327  1.000000e+00       0
## Cops5               5.524176e-04  0.1342964 0.657 0.531  1.000000e+00       0
## Ero1a               5.540370e-04  0.1580523 0.586 0.459  1.000000e+00       0
## Gm45776             5.553083e-04  1.4970088 0.067 0.027  1.000000e+00       0
## Bahcc1              5.566070e-04  0.3472959 0.388 0.288  1.000000e+00       0
## Ube2d2a             5.579309e-04  0.1096211 0.884 0.703  1.000000e+00       0
## Spcs3               5.595050e-04  0.1132581 0.612 0.476  1.000000e+00       0
## Mrps11              5.597117e-04  0.2508969 0.414 0.311  1.000000e+00       0
## Malsu1              5.638550e-04  0.2014373 0.515 0.398  1.000000e+00       0
## Gm43637             5.720663e-04  0.2288414 0.257 0.166  1.000000e+00       0
## D930015M05Rik       5.815426e-04  1.5198969 0.041 0.013  1.000000e+00       0
## Nkain1              5.863482e-04  0.9638768 0.071 0.030  1.000000e+00       0
## 1810059H22Rik       5.881035e-04  0.8162405 0.160 0.093  1.000000e+00       0
## Rab30               5.892820e-04  0.3881236 0.414 0.312  1.000000e+00       0
## Zbtb33              5.906776e-04  0.6073268 0.295 0.215  1.000000e+00       0
## Ttbk1               5.943757e-04  0.5042876 0.119 0.062  1.000000e+00       0
## Rpl10a-ps1          5.963917e-04  0.2339521 0.351 0.248  1.000000e+00       0
## Imp4                5.970169e-04  0.3616513 0.381 0.279  1.000000e+00       0
## Dgcr2               5.976806e-04  0.2925342 0.410 0.312  1.000000e+00       0
## Gm37256             6.001472e-04  2.3016577 0.026 0.006  1.000000e+00       0
## Pts                 6.105199e-04  0.1418074 0.604 0.470  1.000000e+00       0
## Orc3                6.106132e-04  0.2037333 0.534 0.418  1.000000e+00       0
## Tsc1                6.143049e-04  0.1006231 0.597 0.459  1.000000e+00       0
## Arl6ip6             6.171086e-04  0.2823283 0.470 0.360  1.000000e+00       0
## Tspyl5              6.186793e-04  0.9032523 0.101 0.050  1.000000e+00       0
## Catip               6.192785e-04  1.7929745 0.045 0.015  1.000000e+00       0
## Slc38a10            6.208449e-04  0.1402237 0.631 0.493  1.000000e+00       0
## Rngtt               6.214918e-04  0.1639732 0.683 0.562  1.000000e+00       0
## Ankzf1              6.238601e-04  0.1985502 0.321 0.230  1.000000e+00       0
## Gm47123             6.271609e-04  2.0401778 0.026 0.006  1.000000e+00       0
## Ap4m1               6.331256e-04  0.3925619 0.299 0.210  1.000000e+00       0
## Gm8437              6.335358e-04  0.6854256 0.131 0.071  1.000000e+00       0
## Hypk                6.365328e-04  0.2057762 0.429 0.317  1.000000e+00       0
## Grn                 6.372570e-04  0.4164216 0.526 0.409  1.000000e+00       0
## Mex3a               6.378884e-04  1.3470732 0.090 0.043  1.000000e+00       0
## D930020B18Rik       6.439961e-04  1.3156018 0.063 0.025  1.000000e+00       0
## Ppfia1              6.441533e-04  0.1420377 0.716 0.603  1.000000e+00       0
## Gm8797              6.466314e-04  0.6961008 0.168 0.102  1.000000e+00       0
## Hs2st1              6.486779e-04  0.1819829 0.653 0.527  1.000000e+00       0
## Adgrg1              6.495122e-04  0.3768939 0.321 0.232  1.000000e+00       0
## Acp2                6.539737e-04  0.3187748 0.437 0.341  1.000000e+00       0
## Pknox1              6.580456e-04  0.4599061 0.336 0.244  1.000000e+00       0
## Gm42659             6.598963e-04  0.2393871 0.209 0.134  1.000000e+00       0
## Caskin2             6.661579e-04  0.3851459 0.250 0.171  1.000000e+00       0
## Man2b1              6.666543e-04  0.1982736 0.541 0.422  1.000000e+00       0
## Zfp362              6.735295e-04  0.5225172 0.261 0.178  1.000000e+00       0
## Znhit1              6.739837e-04  0.1076040 0.638 0.540  1.000000e+00       0
## 2310016G11Rik       6.761464e-04  0.6284878 0.172 0.105  1.000000e+00       0
## Gm43661             6.770853e-04  1.4466876 0.049 0.017  1.000000e+00       0
## Gm13091             6.820400e-04  0.8743961 0.090 0.042  1.000000e+00       0
## Nsun3               6.850452e-04  0.4120733 0.284 0.200  1.000000e+00       0
## Lonp1               6.861654e-04  0.3073505 0.381 0.284  1.000000e+00       0
## Rpap1               6.879820e-04  0.1612628 0.343 0.253  1.000000e+00       0
## Nsmaf               6.892333e-04  0.1954023 0.451 0.345  1.000000e+00       0
## Chd1                6.910858e-04  0.1142662 0.832 0.697  1.000000e+00       0
## Txnl4b              6.915448e-04  0.9240472 0.134 0.075  1.000000e+00       0
## Abhd16a             6.982959e-04  0.1214069 0.701 0.540  1.000000e+00       0
## Tusc2               6.988105e-04  0.4361988 0.366 0.278  1.000000e+00       0
## Zfp687              6.989506e-04  0.3065848 0.328 0.237  1.000000e+00       0
## Cbfa2t3             7.006227e-04  0.1679551 0.593 0.461  1.000000e+00       0
## Vps18               7.021371e-04  0.4999315 0.321 0.234  1.000000e+00       0
## Ccdc43              7.065293e-04  0.4176819 0.295 0.208  1.000000e+00       0
## Zfp267              7.085564e-04  0.6114969 0.231 0.154  1.000000e+00       0
## Mapt                7.116845e-04  0.8025525 0.119 0.063  1.000000e+00       0
## Gm10451             7.170038e-04  0.8623036 0.179 0.113  1.000000e+00       0
## Abhd8               7.175540e-04  0.6277430 0.179 0.110  1.000000e+00       0
## Nbl1                7.199318e-04  1.3524901 0.067 0.028  1.000000e+00       0
## Zfp141              7.215054e-04  0.6624660 0.310 0.227  1.000000e+00       0
## Lsmem2              7.215106e-04  1.2365390 0.052 0.019  1.000000e+00       0
## Rnf149              7.226810e-04  0.2658739 0.463 0.364  1.000000e+00       0
## Pdcd2               7.241027e-04  0.3015432 0.313 0.231  1.000000e+00       0
## Yeats4              7.245163e-04  0.1968630 0.552 0.437  1.000000e+00       0
## Prr12               7.291048e-04  0.2394818 0.392 0.292  1.000000e+00       0
## Ddr1                7.306083e-04  0.1581014 0.791 0.646  1.000000e+00       0
## Pnkd                7.323907e-04  0.1178811 0.642 0.499  1.000000e+00       0
## Samd1               7.345111e-04  0.2258539 0.328 0.234  1.000000e+00       0
## M6pr                7.442668e-04  0.2655429 0.578 0.460  1.000000e+00       0
## Bloc1s6             7.520721e-04  0.4223408 0.328 0.250  1.000000e+00       0
## Pla2g10             7.530262e-04  0.8311415 0.060 0.023  1.000000e+00       0
## Nbeal2              7.588013e-04  0.2435604 0.444 0.341  1.000000e+00       0
## Gm2011              7.601949e-04  0.4914975 0.213 0.142  1.000000e+00       0
## Pctp                7.644205e-04  0.8222808 0.168 0.103  1.000000e+00       0
## Rnf8                7.644968e-04  0.2567765 0.399 0.309  1.000000e+00       0
## Gm20492             7.708214e-04  0.8247487 0.086 0.040  1.000000e+00       0
## Ier3                7.723554e-04  0.4326831 0.146 0.083  1.000000e+00       0
## Ccdc166             7.754526e-04  0.8985011 0.153 0.091  1.000000e+00       0
## Terf2               7.807772e-04  0.3084732 0.448 0.348  1.000000e+00       0
## Gm44045             7.849285e-04  0.6700144 0.183 0.114  1.000000e+00       0
## Elfn2               7.956562e-04  1.9050289 0.041 0.013  1.000000e+00       0
## Zfp672              8.001047e-04  0.3096346 0.354 0.263  1.000000e+00       0
## Pdlim7              8.038231e-04  0.5893049 0.205 0.133  1.000000e+00       0
## Abtb1               8.042081e-04  0.3198878 0.321 0.236  1.000000e+00       0
## Zfp119b             8.047728e-04  0.8480142 0.116 0.062  1.000000e+00       0
## Inava               8.105140e-04  0.6153786 0.175 0.107  1.000000e+00       0
## Mpp2                8.150800e-04  0.5620728 0.187 0.115  1.000000e+00       0
## Gm15665             8.186130e-04  1.1956246 0.037 0.011  1.000000e+00       0
## Atraid              8.193186e-04  0.1315712 0.590 0.469  1.000000e+00       0
## Zfp60               8.204179e-04  0.4393361 0.321 0.231  1.000000e+00       0
## Amn1                8.213319e-04  0.1347065 0.623 0.493  1.000000e+00       0
## Bahd1               8.244729e-04  0.2792642 0.340 0.244  1.000000e+00       0
## 9530068E07Rik       8.255901e-04  0.1295957 0.690 0.533  1.000000e+00       0
## Zfp773              8.334992e-04  0.9563176 0.075 0.033  1.000000e+00       0
## Lemd3               8.344465e-04  0.1288644 0.668 0.547  1.000000e+00       0
## Trnp1               8.373395e-04  1.4535899 0.041 0.013  1.000000e+00       0
## Narf                8.463343e-04  0.2598643 0.496 0.390  1.000000e+00       0
## Gm37202             8.516781e-04  1.2839915 0.041 0.013  1.000000e+00       0
## Atp1b3              8.537494e-04  0.2125349 0.545 0.427  1.000000e+00       0
## 4930401O12Rik       8.609922e-04  2.4531948 0.019 0.003  1.000000e+00       0
## Snx13               8.626675e-04  0.1414102 0.716 0.584  1.000000e+00       0
## Nfu1                8.640838e-04  0.1334759 0.455 0.349  1.000000e+00       0
## Myocd               8.689026e-04  1.4468235 0.019 0.003  1.000000e+00       0
## 6330415G19Rik       8.700633e-04  1.1906895 0.067 0.029  1.000000e+00       0
## Gm37829             8.849260e-04  2.3994420 0.019 0.003  1.000000e+00       0
## 1110002L01Rik       8.895377e-04  0.1998021 0.362 0.264  1.000000e+00       0
## Tsacc               8.933476e-04  0.3551586 0.168 0.101  1.000000e+00       0
## Fmo6                8.984876e-04  1.0758460 0.019 0.003  1.000000e+00       0
## Tubb6               9.003246e-04  1.5238908 0.056 0.022  1.000000e+00       0
## Gm14097             9.003302e-04  1.1063931 0.060 0.024  1.000000e+00       0
## Gm20621             9.052038e-04  1.4511204 0.041 0.013  1.000000e+00       0
## Gm49710             9.078360e-04  1.4498436 0.045 0.015  1.000000e+00       0
## Tmem106b            9.081810e-04  0.2008205 0.485 0.385  1.000000e+00       0
## Thumpd3             9.092491e-04  0.1694224 0.433 0.326  1.000000e+00       0
## Dlg4                9.098441e-04  0.1767745 0.507 0.395  1.000000e+00       0
## Def8                9.108687e-04  0.8011205 0.235 0.161  1.000000e+00       0
## Eid2b               9.117858e-04  0.8841865 0.157 0.096  1.000000e+00       0
## Ipo9                9.183447e-04  0.3487819 0.362 0.272  1.000000e+00       0
## Emc2                9.190429e-04  0.2084197 0.474 0.367  1.000000e+00       0
## Rpf2                9.224508e-04  0.3985821 0.321 0.237  1.000000e+00       0
## Dcun1d4             9.233956e-04  0.5501331 0.287 0.200  1.000000e+00       0
## Wdr53               9.276442e-04  0.6509052 0.201 0.130  1.000000e+00       0
## Hectd2os            9.405341e-04  1.4982237 0.049 0.017  1.000000e+00       0
## Zkscan1             9.425418e-04  0.2287810 0.601 0.481  1.000000e+00       0
## Amd1                9.450152e-04  0.1123319 0.336 0.235  1.000000e+00       0
## Zfx                 9.527148e-04  0.1316496 0.634 0.506  1.000000e+00       0
## A430078I02Rik       9.570721e-04  1.3154352 0.056 0.022  1.000000e+00       0
## Ctns                9.616415e-04  0.3554047 0.257 0.173  1.000000e+00       0
## Zfp729b             9.634316e-04  0.6168529 0.157 0.093  1.000000e+00       0
## E230001N04Rik       9.696310e-04  0.2334618 0.224 0.144  1.000000e+00       0
## Sp2                 9.818171e-04  0.5151958 0.291 0.210  1.000000e+00       0
## Ubxn10              9.842269e-04  0.5511774 0.201 0.129  1.000000e+00       0
## Gtf3c5              9.903572e-04  0.6084476 0.224 0.151  1.000000e+00       0
## Exog                9.966904e-04  0.5415542 0.243 0.166  1.000000e+00       0
## Prune1              9.973254e-04  0.1312248 0.310 0.219  1.000000e+00       0
## Fance               9.999551e-04  0.2654875 0.321 0.231  1.000000e+00       0
## Tmem40              1.001286e-03  1.3227023 0.049 0.017  1.000000e+00       0
## Kat7                1.002225e-03  0.1186644 0.646 0.530  1.000000e+00       0
## Pex13               1.004116e-03  0.2845362 0.470 0.367  1.000000e+00       0
## Ltv1                1.004611e-03  0.2671192 0.243 0.165  1.000000e+00       0
## Tcf23               1.006231e-03  0.3562600 0.063 0.026  1.000000e+00       0
## Dock10              1.010882e-03  0.5287802 0.052 0.020  1.000000e+00       0
## Gm12279             1.012311e-03  1.3216864 0.052 0.020  1.000000e+00       0
## Sfxn5               1.013979e-03  0.5671570 0.142 0.081  1.000000e+00       0
## Kdm4a               1.015378e-03  0.1827523 0.422 0.317  1.000000e+00       0
## Gga1                1.017802e-03  0.1530840 0.522 0.428  1.000000e+00       0
## Txndc11             1.019110e-03  0.1847459 0.687 0.586  1.000000e+00       0
## Creg2               1.020814e-03  1.3737049 0.049 0.017  1.000000e+00       0
## Thnsl2              1.022336e-03  0.4973873 0.209 0.135  1.000000e+00       0
## Ttc5                1.022531e-03  0.2171523 0.455 0.354  1.000000e+00       0
## Sdf2l1              1.022653e-03  0.3305125 0.437 0.333  1.000000e+00       0
## Klk1                1.027314e-03  0.1051650 0.243 0.163  1.000000e+00       0
## Gm28512             1.030149e-03  0.8053794 0.101 0.051  1.000000e+00       0
## Crcp                1.034582e-03  0.5212536 0.343 0.264  1.000000e+00       0
## Ccdc9b              1.036255e-03  0.1567554 0.224 0.143  1.000000e+00       0
## Morc2a              1.037570e-03  0.3427539 0.455 0.354  1.000000e+00       0
## Dhx30               1.041739e-03  0.2013697 0.519 0.414  1.000000e+00       0
## Prcc                1.047895e-03  0.2453733 0.377 0.288  1.000000e+00       0
## Natd1               1.055475e-03  0.6397626 0.160 0.096  1.000000e+00       0
## Gm38120             1.059465e-03  0.5005557 0.231 0.157  1.000000e+00       0
## Nim1k               1.065867e-03  1.0934187 0.112 0.060  1.000000e+00       0
## Elac2               1.071000e-03  0.6165307 0.209 0.138  1.000000e+00       0
## Kl                  1.071246e-03  2.0646705 0.030 0.008  1.000000e+00       0
## Isca1               1.074381e-03  0.5980836 0.299 0.220  1.000000e+00       0
## Fbln5               1.076547e-03  0.9360450 0.071 0.031  1.000000e+00       0
## L1cam               1.079446e-03  0.2950689 0.384 0.291  1.000000e+00       0
## C1qtnf7             1.080197e-03  1.0155891 0.030 0.008  1.000000e+00       0
## Jakmip2             1.082446e-03  1.9021338 0.030 0.008  1.000000e+00       0
## Nlrx1               1.090862e-03  0.6975011 0.116 0.062  1.000000e+00       0
## Klhdc4              1.094327e-03  0.3733256 0.291 0.209  1.000000e+00       0
## Cmtr1               1.098570e-03  0.5807007 0.146 0.087  1.000000e+00       0
## Zfp563              1.105295e-03  0.6619853 0.209 0.138  1.000000e+00       0
## Hinfp               1.112995e-03  0.2876857 0.228 0.153  1.000000e+00       0
## Bid                 1.113529e-03  0.6666715 0.149 0.089  1.000000e+00       0
## Npat                1.121045e-03  0.2438846 0.410 0.311  1.000000e+00       0
## Cdh24               1.122873e-03  0.8930954 0.104 0.054  1.000000e+00       0
## Slc9a4              1.124032e-03  0.7751672 0.022 0.005  1.000000e+00       0
## Arrdc4              1.124992e-03  0.1830436 0.437 0.335  1.000000e+00       0
## Rmc1                1.125747e-03  0.4035663 0.243 0.166  1.000000e+00       0
## Zmynd10             1.126916e-03  2.2311025 0.022 0.005  1.000000e+00       0
## Plekhh3             1.131726e-03  0.2785040 0.220 0.144  1.000000e+00       0
## Csnk2b              1.134541e-03  0.1001843 0.679 0.530  1.000000e+00       0
## Pskh1               1.134667e-03  0.1660219 0.325 0.235  1.000000e+00       0
## Prss8               1.137365e-03  0.4855910 0.239 0.161  1.000000e+00       0
## Acsbg1              1.138149e-03  1.2096074 0.063 0.026  1.000000e+00       0
## Acap3               1.138860e-03  0.4690273 0.194 0.125  1.000000e+00       0
## Endov               1.143124e-03  0.2550846 0.321 0.236  1.000000e+00       0
## Pcdhga12            1.143359e-03  0.3382990 0.187 0.116  1.000000e+00       0
## Gm10382             1.145461e-03  0.7092993 0.116 0.062  1.000000e+00       0
## Gm10517             1.147297e-03  2.1115477 0.022 0.005  1.000000e+00       0
## Gm28441             1.159669e-03  2.2051279 0.026 0.006  1.000000e+00       0
## Xpc                 1.161222e-03  0.2672794 0.351 0.267  1.000000e+00       0
## Tarm1               1.165037e-03  1.8244518 0.022 0.005  1.000000e+00       0
## Gm14320             1.172923e-03  2.0908501 0.026 0.006  1.000000e+00       0
## Erap1               1.179447e-03  0.1136323 0.672 0.532  1.000000e+00       0
## Ggt6                1.182428e-03  0.3506157 0.201 0.135  1.000000e+00       0
## Gpc2                1.183030e-03  1.9746944 0.022 0.005  1.000000e+00       0
## Gm2675              1.183627e-03  1.7488633 0.026 0.006  1.000000e+00       0
## Il1r1               1.185506e-03  1.1041928 0.104 0.055  1.000000e+00       0
## Otud4               1.187155e-03  0.1171152 0.716 0.565  1.000000e+00       0
## Adgrv1              1.187260e-03  0.6960391 0.119 0.064  1.000000e+00       0
## Gm5820              1.189012e-03  1.8581049 0.026 0.006  1.000000e+00       0
## Gm13791             1.189013e-03  1.7645051 0.052 0.020  1.000000e+00       0
## Pes1                1.190129e-03  0.4294078 0.246 0.168  1.000000e+00       0
## Tmem169             1.193559e-03  1.5786741 0.056 0.022  1.000000e+00       0
## Twsg1               1.197425e-03  0.1553940 0.567 0.453  1.000000e+00       0
## Slx4ip              1.199210e-03  0.1034650 0.713 0.603  1.000000e+00       0
## Trim59              1.199950e-03  0.5552057 0.157 0.094  1.000000e+00       0
## Med6                1.201090e-03  0.2570409 0.444 0.351  1.000000e+00       0
## Gm14425             1.211480e-03  3.0260748 0.015 0.002  1.000000e+00       0
## Rab44               1.211480e-03  3.3086026 0.015 0.002  1.000000e+00       0
## B230319C09Rik       1.215201e-03  3.3327478 0.011 0.001  1.000000e+00       0
## Gm31854             1.215201e-03  3.5080962 0.011 0.001  1.000000e+00       0
## Kars                1.222762e-03  0.2768450 0.440 0.351  1.000000e+00       0
## Gm26796             1.226014e-03  1.7794841 0.049 0.018  1.000000e+00       0
## Gbx2                1.231349e-03  3.3143523 0.011 0.001  1.000000e+00       0
## Gm13313             1.231349e-03  2.7433037 0.011 0.001  1.000000e+00       0
## Derpc               1.231349e-03  3.0751012 0.011 0.001  1.000000e+00       0
## Gm11658             1.231349e-03  3.1397883 0.011 0.001  1.000000e+00       0
## Gm8712              1.231349e-03  3.0445925 0.011 0.001  1.000000e+00       0
## Pcdhb13             1.231349e-03  3.1277286 0.011 0.001  1.000000e+00       0
## Sod3                1.232752e-03  0.3973754 0.015 0.002  1.000000e+00       0
## Gm45059             1.236775e-03  1.7284095 0.011 0.001  1.000000e+00       0
## Ear1                1.236775e-03  2.9359813 0.011 0.001  1.000000e+00       0
## Gm42879             1.237048e-03  2.6424164 0.015 0.002  1.000000e+00       0
## Gm6559              1.237048e-03  2.5972255 0.015 0.002  1.000000e+00       0
## Hephl1              1.237048e-03  2.6078591 0.015 0.002  1.000000e+00       0
## Ticam1              1.238052e-03  0.3171489 0.291 0.205  1.000000e+00       0
## Abcb8               1.239496e-03  0.1537436 0.366 0.276  1.000000e+00       0
## Gm32442             1.241358e-03  1.6785956 0.015 0.002  1.000000e+00       0
## Gm47676             1.242224e-03  2.7739937 0.011 0.001  1.000000e+00       0
## Gm50067             1.242224e-03  2.3015926 0.011 0.001  1.000000e+00       0
## Cwc25               1.243569e-03  0.4137478 0.440 0.348  1.000000e+00       0
## Gm4258              1.244413e-03  0.6517202 0.134 0.076  1.000000e+00       0
## Hectd2              1.244547e-03  0.3515944 0.131 0.073  1.000000e+00       0
## Gm36951             1.245681e-03  2.3910131 0.015 0.002  1.000000e+00       0
## Gm4575              1.245681e-03  2.6354303 0.015 0.002  1.000000e+00       0
## Gm17613             1.247694e-03  2.2399040 0.011 0.001  1.000000e+00       0
## Gm48677             1.248806e-03  0.4704528 0.037 0.012  1.000000e+00       0
## Thoc6               1.249420e-03  0.5151894 0.250 0.174  1.000000e+00       0
## Efr3a               1.249993e-03  0.1095348 0.791 0.653  1.000000e+00       0
## Fbxw27              1.250018e-03  2.1975659 0.015 0.002  1.000000e+00       0
## Gm36757             1.250018e-03  2.6035867 0.015 0.002  1.000000e+00       0
## Krtcap3             1.252220e-03  0.1754488 0.672 0.530  1.000000e+00       0
## Riok1               1.259065e-03  0.1079375 0.507 0.397  1.000000e+00       0
## Got2                1.262369e-03  0.2344585 0.466 0.363  1.000000e+00       0
## Gm44920             1.263114e-03  2.1925620 0.015 0.002  1.000000e+00       0
## Fam217b             1.264071e-03  1.8771518 0.041 0.014  1.000000e+00       0
## Armc7               1.267301e-03  0.4951823 0.235 0.157  1.000000e+00       0
## Gm44148             1.276480e-03  0.3372848 0.265 0.183  1.000000e+00       0
## Bag4                1.277582e-03  0.2378916 0.578 0.471  1.000000e+00       0
## Snhg18              1.292501e-03  0.1596705 0.478 0.360  1.000000e+00       0
## 0610040B10Rik       1.309615e-03  0.5501986 0.201 0.133  1.000000e+00       0
## Gm17018             1.311802e-03  0.2933929 0.407 0.317  1.000000e+00       0
## Psmd10              1.314158e-03  0.2034868 0.340 0.250  1.000000e+00       0
## Smcr8               1.316234e-03  0.3828879 0.250 0.170  1.000000e+00       0
## Fam3a               1.316962e-03  0.3637928 0.332 0.254  1.000000e+00       0
## 2310039H08Rik       1.320712e-03  0.2603658 0.459 0.362  1.000000e+00       0
## Fkbp6               1.324878e-03  0.7920539 0.101 0.051  1.000000e+00       0
## BC005537            1.344235e-03  0.1050135 0.907 0.746  1.000000e+00       0
## Dnajc30             1.344368e-03  0.4069684 0.287 0.210  1.000000e+00       0
## Tomm34              1.345261e-03  0.2407818 0.373 0.280  1.000000e+00       0
## Thoc1               1.348854e-03  0.1971548 0.463 0.359  1.000000e+00       0
## Mycbp               1.351508e-03  0.2596258 0.437 0.344  1.000000e+00       0
## Gm48804             1.363071e-03  1.0077458 0.056 0.022  1.000000e+00       0
## Zfp574              1.367634e-03  0.3119495 0.243 0.167  1.000000e+00       0
## Rnf111              1.370287e-03  0.1259437 0.776 0.643  1.000000e+00       0
## Hmox2               1.373258e-03  0.1903178 0.470 0.378  1.000000e+00       0
## Gon7                1.378674e-03  0.6764016 0.261 0.188  1.000000e+00       0
## D930032P07Rik       1.381010e-03  0.9895445 0.056 0.022  1.000000e+00       0
## Gm44950             1.386630e-03  0.3072366 0.280 0.199  1.000000e+00       0
## Armh1               1.389836e-03  0.6044959 0.075 0.034  1.000000e+00       0
## Crip2               1.395977e-03  0.3994450 0.157 0.092  1.000000e+00       0
## Coch                1.414015e-03  0.6293647 0.063 0.027  1.000000e+00       0
## Gm19721             1.440712e-03  1.2738453 0.045 0.016  1.000000e+00       0
## Tmem165             1.447422e-03  0.1066543 0.675 0.542  1.000000e+00       0
## Lss                 1.449416e-03  0.9275661 0.164 0.104  1.000000e+00       0
## 4930534D22Rik       1.453370e-03  0.8867742 0.097 0.050  1.000000e+00       0
## Zbtb21              1.453748e-03  0.4434954 0.243 0.171  1.000000e+00       0
## Mak16               1.456824e-03  0.2135484 0.354 0.259  1.000000e+00       0
## Zmym3               1.463997e-03  0.4081896 0.228 0.156  1.000000e+00       0
## Gm44785             1.472061e-03  1.7444834 0.034 0.010  1.000000e+00       0
## Pfkm                1.489411e-03  0.7163796 0.179 0.115  1.000000e+00       0
## Tasor               1.497788e-03  0.1236031 0.802 0.660  1.000000e+00       0
## Nosip               1.501899e-03  0.3426902 0.343 0.259  1.000000e+00       0
## Pom121              1.503709e-03  0.2058627 0.481 0.385  1.000000e+00       0
## Ctdsp2              1.505445e-03  0.1576348 0.754 0.618  1.000000e+00       0
## Tpgs1               1.507586e-03  0.2422880 0.478 0.385  1.000000e+00       0
## Reep4               1.515735e-03  0.3177303 0.392 0.297  1.000000e+00       0
## mt-Td               1.546154e-03  0.2976014 0.112 0.059  1.000000e+00       0
## Daxx                1.546474e-03  0.3060402 0.310 0.227  1.000000e+00       0
## Map7d1              1.554713e-03  0.1822000 0.302 0.218  1.000000e+00       0
## Bcl2l2              1.563879e-03  0.1592169 0.384 0.294  1.000000e+00       0
## Tceanc2             1.564950e-03  0.2073891 0.362 0.270  1.000000e+00       0
## Gm12216             1.569532e-03  0.1034230 0.679 0.560  1.000000e+00       0
## H2bc8               1.593311e-03  0.8726793 0.108 0.058  1.000000e+00       0
## Dtwd2               1.603722e-03  0.8698083 0.123 0.070  1.000000e+00       0
## Rusc1               1.616171e-03  0.5163961 0.239 0.166  1.000000e+00       0
## Cibar2              1.630202e-03  0.6567587 0.134 0.077  1.000000e+00       0
## Gm16136             1.637175e-03  2.0911838 0.041 0.014  1.000000e+00       0
## Med7                1.637263e-03  0.4982940 0.284 0.207  1.000000e+00       0
## H1f3                1.644987e-03  0.2533446 0.149 0.088  1.000000e+00       0
## Rwdd4a              1.659594e-03  0.2010243 0.347 0.256  1.000000e+00       0
## 4632411P08Rik       1.663317e-03  0.6203134 0.082 0.040  1.000000e+00       0
## Ssbp4               1.663946e-03  0.1383737 0.563 0.453  1.000000e+00       0
## Egr3                1.678840e-03  2.1213154 0.041 0.014  1.000000e+00       0
## Fam122b             1.683370e-03  1.1006407 0.104 0.057  1.000000e+00       0
## Slc22a1             1.692578e-03  0.3833622 0.336 0.248  1.000000e+00       0
## Nfya                1.710434e-03  0.2564393 0.325 0.237  1.000000e+00       0
## Pinx1               1.710539e-03  0.3857773 0.209 0.139  1.000000e+00       0
## Gm20705             1.710763e-03  0.8379726 0.056 0.023  1.000000e+00       0
## Aacs                1.726538e-03  0.1088672 0.429 0.330  1.000000e+00       0
## Sipa1               1.727735e-03  0.4772726 0.146 0.086  1.000000e+00       0
## Plekhj1             1.728141e-03  0.1393359 0.537 0.423  1.000000e+00       0
## Gm4681              1.732256e-03  1.4449545 0.052 0.021  1.000000e+00       0
## Gm38200             1.737131e-03  1.1063404 0.093 0.048  1.000000e+00       0
## Eln                 1.752668e-03  1.1277485 0.030 0.008  1.000000e+00       0
## 4932422M17Rik       1.754342e-03  0.4294097 0.164 0.100  1.000000e+00       0
## 4930583K01Rik       1.755670e-03  1.2505187 0.037 0.012  1.000000e+00       0
## Ngdn                1.762901e-03  0.1538589 0.358 0.269  1.000000e+00       0
## Mknk2               1.770120e-03  0.2889860 0.403 0.309  1.000000e+00       0
## Gm30015             1.771391e-03  1.4415902 0.049 0.018  1.000000e+00       0
## Gm40348             1.771802e-03  0.8668696 0.086 0.042  1.000000e+00       0
## Srsf12              1.774318e-03  1.5815201 0.045 0.016  1.000000e+00       0
## Stx1a               1.774333e-03  0.1045783 0.578 0.453  1.000000e+00       0
## Abhd10              1.783962e-03  0.4996279 0.280 0.204  1.000000e+00       0
## Zfp697              1.787335e-03  0.3615821 0.276 0.196  1.000000e+00       0
## Gm37298             1.794364e-03  1.7395986 0.030 0.008  1.000000e+00       0
## Mcts2               1.797160e-03  0.7136929 0.216 0.152  1.000000e+00       0
## Wbscr25             1.801062e-03  0.6056740 0.123 0.069  1.000000e+00       0
## Gm26583             1.801402e-03  1.4660677 0.030 0.008  1.000000e+00       0
## Ppid                1.804288e-03  0.2267503 0.403 0.298  1.000000e+00       0
## Qrich1              1.811321e-03  0.1311243 0.731 0.588  1.000000e+00       0
## Ralb                1.811730e-03  0.2309785 0.392 0.299  1.000000e+00       0
## 4930449I04Rik       1.811816e-03  0.9152871 0.071 0.032  1.000000e+00       0
## Gm44084             1.812006e-03  1.8944028 0.030 0.008  1.000000e+00       0
## Ccdc177             1.816265e-03  0.6776470 0.097 0.050  1.000000e+00       0
## Isg20               1.824973e-03  0.1447518 0.515 0.384  1.000000e+00       0
## 4921529L05Rik       1.826233e-03  1.1297914 0.030 0.008  1.000000e+00       0
## 6430710C18Rik       1.828058e-03  0.5051431 0.108 0.058  1.000000e+00       0
## Gm45184             1.832568e-03  1.6959441 0.045 0.016  1.000000e+00       0
## Lrrc61              1.834454e-03  0.5795517 0.164 0.101  1.000000e+00       0
## Mrpl46              1.838061e-03  0.2171156 0.343 0.260  1.000000e+00       0
## Mcrip1              1.843700e-03  0.1989158 0.552 0.435  1.000000e+00       0
## Abraxas2            1.847396e-03  0.3474707 0.422 0.327  1.000000e+00       0
## Wac                 1.852252e-03  0.1165220 0.944 0.793  1.000000e+00       0
## U2.1                1.854182e-03  1.3893955 0.045 0.016  1.000000e+00       0
## Msh6                1.875106e-03  0.5158663 0.187 0.122  1.000000e+00       0
## Fktn                1.877795e-03  0.2244610 0.455 0.353  1.000000e+00       0
## Triap1              1.882110e-03  0.3513965 0.388 0.306  1.000000e+00       0
## Thap6               1.892199e-03  0.2466522 0.172 0.107  1.000000e+00       0
## Iqcm                1.892571e-03  0.6040456 0.045 0.016  1.000000e+00       0
## 3110009E18Rik       1.910042e-03  0.3046795 0.149 0.090  1.000000e+00       0
## Atxn2l              1.936384e-03  0.1302904 0.638 0.517  1.000000e+00       0
## Gm44434             1.958094e-03  0.5162857 0.090 0.045  1.000000e+00       0
## Ebag9               1.966702e-03  0.4356582 0.328 0.249  1.000000e+00       0
## Pbdc1               1.968983e-03  0.1849330 0.444 0.347  1.000000e+00       0
## Mapre3              1.973108e-03  0.1445365 0.537 0.432  1.000000e+00       0
## Elp6                1.974470e-03  0.7640569 0.175 0.114  1.000000e+00       0
## Dnase2a             1.977178e-03  0.2446416 0.485 0.380  1.000000e+00       0
## Gm29670             1.980186e-03  1.1699374 0.045 0.016  1.000000e+00       0
## Amigo3              1.985920e-03  0.8978318 0.108 0.060  1.000000e+00       0
## Zhx1                2.003100e-03  0.3081015 0.407 0.316  1.000000e+00       0
## Ccdc115             2.006597e-03  0.3379030 0.280 0.207  1.000000e+00       0
## Klb                 2.010938e-03  0.2982056 0.291 0.207  1.000000e+00       0
## Mbd6                2.012003e-03  0.1856370 0.437 0.351  1.000000e+00       0
## A830009L08Rik       2.017387e-03  2.7273790 0.019 0.004  1.000000e+00       0
## Gcat.1              2.023488e-03  1.1442469 0.060 0.025  1.000000e+00       0
## Mfsd14b             2.029605e-03  0.1407460 0.549 0.444  1.000000e+00       0
## Cers5               2.032090e-03  0.1503218 0.530 0.429  1.000000e+00       0
## Uba3                2.034370e-03  0.1683915 0.440 0.345  1.000000e+00       0
## Krt78               2.036908e-03  2.1496884 0.026 0.007  1.000000e+00       0
## Chfr                2.040573e-03  0.1192757 0.638 0.532  1.000000e+00       0
## Cdk16               2.049114e-03  0.1139842 0.623 0.510  1.000000e+00       0
## Olfr1364            2.050735e-03  2.6938139 0.019 0.004  1.000000e+00       0
## Micall1             2.051283e-03  0.1142077 0.354 0.257  1.000000e+00       0
## Hmcn2               2.056341e-03  2.1423519 0.019 0.004  1.000000e+00       0
## Vps25               2.064918e-03  1.6287722 0.071 0.033  1.000000e+00       0
## Mllt1               2.079067e-03  0.2623347 0.269 0.194  1.000000e+00       0
## Gtf3c2              2.081821e-03  0.1484573 0.500 0.413  1.000000e+00       0
## Arv1                2.094174e-03  0.3348339 0.187 0.118  1.000000e+00       0
## Aagab               2.094874e-03  0.1637547 0.534 0.423  1.000000e+00       0
## Golga2              2.098508e-03  0.1074924 0.556 0.429  1.000000e+00       0
## Gm4349              2.101705e-03  1.4628853 0.019 0.004  1.000000e+00       0
## Kat5                2.102733e-03  0.3781728 0.284 0.211  1.000000e+00       0
## Cc2d1a              2.114074e-03  0.4102233 0.325 0.242  1.000000e+00       0
## Nemf                2.121931e-03  0.1052267 0.765 0.631  1.000000e+00       0
## Ttc39b              2.124329e-03  0.1993914 0.649 0.520  1.000000e+00       0
## Zfp948              2.131270e-03  0.1401261 0.381 0.292  1.000000e+00       0
## Gm23262             2.138804e-03  2.2171873 0.022 0.005  1.000000e+00       0
## Gm17753             2.149076e-03  0.5414698 0.149 0.090  1.000000e+00       0
## Ccnj                2.163050e-03  0.2499884 0.119 0.068  1.000000e+00       0
## Rnf187              2.163161e-03  0.1194029 0.578 0.467  1.000000e+00       0
## Xrcc6               2.164287e-03  0.3716217 0.377 0.291  1.000000e+00       0
## Prickle4            2.169271e-03  2.3979191 0.022 0.005  1.000000e+00       0
## Pard6g              2.182994e-03  1.5441352 0.049 0.019  1.000000e+00       0
## Gm36026             2.192998e-03  0.7521916 0.086 0.043  1.000000e+00       0
## Grb7                2.194948e-03  0.1070600 0.534 0.415  1.000000e+00       0
## Gm13963             2.201158e-03  0.1559493 0.254 0.172  1.000000e+00       0
## Naa60               2.201763e-03  0.1136358 0.351 0.268  1.000000e+00       0
## Egfem1              2.205317e-03  2.9367908 0.022 0.005  1.000000e+00       0
## Gatc                2.220971e-03  0.5645989 0.201 0.138  1.000000e+00       0
## Wdr83               2.221221e-03  0.2759915 0.302 0.222  1.000000e+00       0
## Diras1              2.226161e-03  2.4901425 0.022 0.005  1.000000e+00       0
## Fsd1                2.229283e-03  2.0909939 0.037 0.013  1.000000e+00       0
## Grap2               2.231401e-03  2.1299873 0.022 0.005  1.000000e+00       0
## Steap3              2.234017e-03  1.7374467 0.063 0.029  1.000000e+00       0
## Cbx8                2.235321e-03  0.4714692 0.213 0.146  1.000000e+00       0
## Rbm34               2.252655e-03  0.1635646 0.463 0.365  1.000000e+00       0
## Mvb12b              2.256034e-03  0.2418839 0.265 0.184  1.000000e+00       0
## Srrm3               2.267828e-03  0.1057701 0.541 0.433  1.000000e+00       0
## Serpinb3b           2.279064e-03  1.9703266 0.022 0.005  1.000000e+00       0
## Mcmdc2              2.289781e-03  1.6976398 0.022 0.005  1.000000e+00       0
## 6430710M23Rik       2.303673e-03  1.1026189 0.097 0.051  1.000000e+00       0
## Slc35a1             2.305205e-03  0.1432608 0.459 0.351  1.000000e+00       0
## Nudt18              2.310487e-03  0.8641337 0.146 0.090  1.000000e+00       0
## Tmem28              2.319968e-03  0.5939320 0.146 0.088  1.000000e+00       0
## Hcfc2               2.322405e-03  0.3817620 0.377 0.294  1.000000e+00       0
## AW209491            2.333143e-03  0.6732312 0.175 0.117  1.000000e+00       0
## Rab28               2.340075e-03  0.1922879 0.660 0.537  1.000000e+00       0
## Tial1               2.350492e-03  0.1984336 0.780 0.638  1.000000e+00       0
## Gm47272             2.354237e-03  1.6551465 0.041 0.015  1.000000e+00       0
## Uba6                2.356323e-03  0.1550846 0.582 0.466  1.000000e+00       0
## Cops7b              2.379722e-03  0.6308083 0.224 0.156  1.000000e+00       0
## Gm42514             2.382744e-03  0.9781205 0.093 0.049  1.000000e+00       0
## Bad                 2.396810e-03  0.1508428 0.616 0.478  1.000000e+00       0
## Aven                2.397097e-03  0.2328094 0.537 0.424  1.000000e+00       0
## Dusp23              2.401794e-03  0.6195296 0.228 0.164  1.000000e+00       0
## Zfp869              2.409709e-03  0.1955888 0.433 0.341  1.000000e+00       0
## Zfp53               2.438404e-03  0.3086112 0.489 0.407  1.000000e+00       0
## Mad1l1              2.452452e-03  0.2523041 0.396 0.303  1.000000e+00       0
## Anapc15             2.473207e-03  0.2763491 0.190 0.127  1.000000e+00       0
## Usb1                2.480845e-03  0.4776861 0.175 0.113  1.000000e+00       0
## Hmbox1              2.481558e-03  0.1024008 0.731 0.608  1.000000e+00       0
## Pcbp4               2.483949e-03  0.3394949 0.216 0.149  1.000000e+00       0
## Igfals              2.501425e-03  0.4862395 0.097 0.052  1.000000e+00       0
## Gm37390             2.504429e-03  0.9992910 0.067 0.031  1.000000e+00       0
## Gtsf2               2.507613e-03  1.5992355 0.041 0.015  1.000000e+00       0
## Gm15743             2.512945e-03  1.1736114 0.045 0.017  1.000000e+00       0
## Api5                2.559399e-03  0.1030875 0.593 0.448  1.000000e+00       0
## Gm42930             2.564569e-03  1.3159985 0.041 0.015  1.000000e+00       0
## Mfap3               2.570638e-03  0.1496663 0.466 0.359  1.000000e+00       0
## Gm31160             2.576565e-03  1.0404370 0.063 0.029  1.000000e+00       0
## Tmed4               2.577753e-03  0.1362059 0.761 0.602  1.000000e+00       0
## Ap5m1               2.579995e-03  0.2534498 0.396 0.307  1.000000e+00       0
## Zdhhc16             2.583456e-03  0.4424507 0.272 0.198  1.000000e+00       0
## Cdk2ap1             2.594857e-03  0.1374615 0.474 0.369  1.000000e+00       0
## Gm10734             2.607018e-03  0.9117832 0.131 0.079  1.000000e+00       0
## Rabep2              2.610222e-03  0.3689405 0.284 0.205  1.000000e+00       0
## Zfp239              2.623521e-03  0.2615063 0.366 0.278  1.000000e+00       0
## Vps45               2.625503e-03  0.2915019 0.437 0.339  1.000000e+00       0
## Pum3                2.658039e-03  0.1816714 0.396 0.294  1.000000e+00       0
## Anxa11os            2.685038e-03  0.7229048 0.049 0.019  1.000000e+00       0
## Thrap3              2.693951e-03  0.1012590 0.799 0.649  1.000000e+00       0
## Gm6142              2.699096e-03  1.9648673 0.030 0.009  1.000000e+00       0
## Swsap1              2.715358e-03  0.7993657 0.119 0.069  1.000000e+00       0
## A3galt2             2.724182e-03  0.4658076 0.063 0.028  1.000000e+00       0
## Pkhd1               2.753255e-03  0.7265131 0.272 0.193  1.000000e+00       0
## Slc9a6              2.757091e-03  0.3927972 0.254 0.180  1.000000e+00       0
## Gm43009             2.760381e-03  0.3695697 0.231 0.160  1.000000e+00       0
## 1110038F14Rik       2.774221e-03  0.1020293 0.470 0.374  1.000000e+00       0
## Lgi4                2.775121e-03  1.8456741 0.030 0.009  1.000000e+00       0
## Napg                2.779311e-03  0.1364996 0.519 0.425  1.000000e+00       0
## Ttll12              2.789774e-03  0.6178609 0.172 0.111  1.000000e+00       0
## Rexo1               2.790265e-03  0.1020308 0.537 0.427  1.000000e+00       0
## Gm49337             2.819893e-03  0.7394130 0.045 0.017  1.000000e+00       0
## Kpna6               2.842270e-03  0.3315078 0.396 0.315  1.000000e+00       0
## Rae1                2.847416e-03  0.1775491 0.422 0.326  1.000000e+00       0
## Uba2                2.858875e-03  0.1135732 0.549 0.436  1.000000e+00       0
## Gm10385             2.871586e-03  0.9988665 0.045 0.017  1.000000e+00       0
## Gm16378             2.879527e-03  2.4077420 0.034 0.011  1.000000e+00       0
## 1700113A16Rik       2.903369e-03  1.1024909 0.138 0.086  1.000000e+00       0
## Gstt3               2.910151e-03  0.5641423 0.179 0.118  1.000000e+00       0
## Map10               2.940962e-03  0.7147560 0.101 0.055  1.000000e+00       0
## Fggy                2.987416e-03  0.2309610 0.425 0.338  1.000000e+00       0
## 9530056K15Rik       2.993876e-03  1.3438365 0.067 0.032  1.000000e+00       0
## Mul1                2.997088e-03  0.1426191 0.384 0.292  1.000000e+00       0
## Fundc2              3.062915e-03  0.1250123 0.396 0.312  1.000000e+00       0
## Vps39               3.063569e-03  0.1496419 0.381 0.291  1.000000e+00       0
## Tha1                3.074476e-03  0.2512622 0.175 0.114  1.000000e+00       0
## Zfp862-ps           3.084088e-03  0.4538131 0.175 0.114  1.000000e+00       0
## Rtca                3.094353e-03  0.2981150 0.362 0.279  1.000000e+00       0
## Ankrd13b            3.098374e-03  0.1574641 0.340 0.251  1.000000e+00       0
## 5730455P16Rik       3.104415e-03  0.1926821 0.313 0.237  1.000000e+00       0
## Esr1                3.108537e-03  0.4248158 0.146 0.088  1.000000e+00       0
## Gm37297             3.129080e-03  0.2029080 0.287 0.208  1.000000e+00       0
## Gm11695             3.177816e-03  1.1785008 0.063 0.029  1.000000e+00       0
## Gm48086             3.210469e-03  0.3989595 0.149 0.091  1.000000e+00       0
## Gm42725             3.219128e-03  1.6089051 0.045 0.017  1.000000e+00       0
## Elmo3               3.259256e-03  0.3540951 0.287 0.208  1.000000e+00       0
## Slc9c1              3.272337e-03  1.2722979 0.045 0.017  1.000000e+00       0
## Gm38319             3.297952e-03  1.4173107 0.034 0.011  1.000000e+00       0
## Cstf1               3.316459e-03  0.6366399 0.213 0.151  1.000000e+00       0
## Dhcr7               3.340023e-03  0.3967421 0.362 0.286  1.000000e+00       0
## 4931414P19Rik       3.341159e-03  0.2485853 0.250 0.175  1.000000e+00       0
## Irf5                3.344240e-03  1.6958704 0.037 0.013  1.000000e+00       0
## Spout1              3.369122e-03  0.3927680 0.224 0.156  1.000000e+00       0
## Gemin4              3.380621e-03  3.5380360 0.015 0.003  1.000000e+00       0
## 4930483O08Rik       3.386883e-03  1.2242369 0.034 0.011  1.000000e+00       0
## Ramp3               3.397052e-03  1.2318468 0.041 0.015  1.000000e+00       0
## Mfap1b              3.399380e-03  0.2449329 0.354 0.279  1.000000e+00       0
## Taf5l               3.409083e-03  0.1900324 0.369 0.283  1.000000e+00       0
## Mmut                3.417553e-03  0.1620325 0.396 0.311  1.000000e+00       0
## Fbxl14              3.418100e-03  0.3371950 0.295 0.225  1.000000e+00       0
## Gm5121              3.421662e-03  2.4273716 0.015 0.003  1.000000e+00       0
## Klc2                3.422816e-03  0.4046649 0.284 0.209  1.000000e+00       0
## Zfand2b             3.433042e-03  0.2284360 0.369 0.291  1.000000e+00       0
## Snx27               3.442126e-03  0.1081427 0.530 0.443  1.000000e+00       0
## Gm15842             3.442352e-03  2.8442117 0.015 0.003  1.000000e+00       0
## Alg2                3.457445e-03  0.2934850 0.388 0.307  1.000000e+00       0
## Gm49756             3.463156e-03  2.9136940 0.015 0.003  1.000000e+00       0
## Iars                3.476685e-03  0.2523975 0.410 0.321  1.000000e+00       0
## Fbxl8               3.481519e-03  0.8295310 0.138 0.086  1.000000e+00       0
## 4930447A16Rik       3.482556e-03  1.7931464 0.026 0.007  1.000000e+00       0
## C130021I20Rik       3.505108e-03  0.8131412 0.015 0.003  1.000000e+00       0
## Olfr166             3.505108e-03  2.5971115 0.015 0.003  1.000000e+00       0
## Eef1e1              3.509634e-03  0.1342644 0.272 0.193  1.000000e+00       0
## Ptpn6               3.510581e-03  0.1438289 0.261 0.192  1.000000e+00       0
## Ppil4               3.520491e-03  0.1412157 0.608 0.488  1.000000e+00       0
## Fbxl12              3.524284e-03  0.1804947 0.392 0.305  1.000000e+00       0
## Gm49256             3.526257e-03  2.1470824 0.015 0.003  1.000000e+00       0
## Med26               3.543792e-03  0.1164058 0.459 0.363  1.000000e+00       0
## Gm45110             3.559240e-03  0.2760128 0.153 0.095  1.000000e+00       0
## Glcci1              3.562378e-03  0.5675351 0.116 0.067  1.000000e+00       0
## Kctd4               3.592704e-03  0.3149412 0.082 0.041  1.000000e+00       0
## Elp1                3.595271e-03  0.1969612 0.366 0.279  1.000000e+00       0
## Gm37168             3.601360e-03  1.3692527 0.026 0.007  1.000000e+00       0
## Tssc4               3.626619e-03  0.2422867 0.354 0.271  1.000000e+00       0
## Polr3b              3.628150e-03  0.2955467 0.399 0.312  1.000000e+00       0
## Zfp58               3.628567e-03  1.0327059 0.078 0.040  1.000000e+00       0
## Hmbs                3.632221e-03  0.3137418 0.295 0.219  1.000000e+00       0
## Zfp553              3.641027e-03  0.3874296 0.235 0.166  1.000000e+00       0
## Sirt2               3.678927e-03  0.1097299 0.582 0.471  1.000000e+00       0
## Ptrh2               3.696646e-03  0.3719395 0.239 0.171  1.000000e+00       0
## Phf23               3.699165e-03  0.3836032 0.336 0.253  1.000000e+00       0
## Trp53rka            3.715369e-03  0.6449708 0.149 0.095  1.000000e+00       0
## Fam122a             3.738125e-03  0.1745097 0.519 0.417  1.000000e+00       0
## Nudt16l1            3.746414e-03  0.2493336 0.325 0.249  1.000000e+00       0
## 3300002A11Rik       3.765421e-03  0.6668318 0.063 0.029  1.000000e+00       0
## E2f2                3.776768e-03  0.1969202 0.369 0.277  1.000000e+00       0
## Utp4                3.796011e-03  0.2228625 0.243 0.171  1.000000e+00       0
## Tubgcp5             3.799979e-03  0.2344471 0.388 0.298  1.000000e+00       0
## Gm45266             3.853757e-03  1.0278924 0.254 0.187  1.000000e+00       0
## Igip                3.860416e-03  0.2146101 0.354 0.270  1.000000e+00       0
## Ipo13               3.901920e-03  0.3604263 0.194 0.133  1.000000e+00       0
## Gm37859             3.903314e-03  0.1427600 0.448 0.353  1.000000e+00       0
## Mettl27             3.907721e-03  0.2427282 0.429 0.345  1.000000e+00       0
## Leprot              3.917784e-03  0.1617511 0.500 0.403  1.000000e+00       0
## Mcrs1               3.935271e-03  0.3758937 0.392 0.311  1.000000e+00       0
## Cwc22               3.941344e-03  0.2113253 0.369 0.278  1.000000e+00       0
## Gm6058              3.949023e-03  2.2584845 0.022 0.006  1.000000e+00       0
## Ephb6               3.957598e-03  2.1432071 0.022 0.006  1.000000e+00       0
## Gm37139             3.958142e-03  0.7588912 0.075 0.037  1.000000e+00       0
## Gabrb3              3.966588e-03  0.3407089 0.362 0.276  1.000000e+00       0
## 1300002E11Rik       3.991683e-03  0.2085275 0.519 0.419  1.000000e+00       0
## Sh2b3               4.007834e-03  0.2761828 0.257 0.184  1.000000e+00       0
## Amd2                4.009409e-03  1.6533377 0.022 0.006  1.000000e+00       0
## Gm4149              4.020207e-03  0.3759072 0.235 0.170  1.000000e+00       0
## Nat8f6              4.022762e-03  0.3819017 0.049 0.020  1.000000e+00       0
## Spsb2               4.028824e-03  0.5381070 0.284 0.215  1.000000e+00       0
## BC065397            4.041610e-03  0.5292440 0.160 0.104  1.000000e+00       0
## Gm4948              4.048275e-03  2.5939427 0.030 0.010  1.000000e+00       0
## Gm12299             4.061835e-03  2.2023547 0.022 0.006  1.000000e+00       0
## Ints12              4.071891e-03  0.2381583 0.299 0.225  1.000000e+00       0
## Morn2               4.076511e-03  0.4583866 0.302 0.232  1.000000e+00       0
## Gm45155             4.094747e-03  2.9139733 0.019 0.004  1.000000e+00       0
## Cnppd1              4.112191e-03  0.1552586 0.470 0.369  1.000000e+00       0
## Proscos             4.144214e-03  0.7078757 0.071 0.035  1.000000e+00       0
## Arfip2              4.146030e-03  0.1356014 0.474 0.385  1.000000e+00       0
## Hdac6               4.156418e-03  0.3805502 0.250 0.183  1.000000e+00       0
## Gm10784             4.166114e-03  2.5779294 0.019 0.004  1.000000e+00       0
## Hsf2bp              4.176400e-03  2.4454415 0.019 0.004  1.000000e+00       0
## 4930404N11Rik       4.200405e-03  0.4026133 0.067 0.032  1.000000e+00       0
## Alg11               4.208674e-03  0.2494395 0.299 0.228  1.000000e+00       0
## Asprv1              4.214606e-03  1.7271667 0.030 0.010  1.000000e+00       0
## Gm50230             4.241114e-03  1.4746968 0.022 0.006  1.000000e+00       0
## Gm43566             4.244395e-03  1.2694639 0.060 0.027  1.000000e+00       0
## Pou5f2              4.246595e-03  0.7775012 0.179 0.120  1.000000e+00       0
## Eid2                4.260031e-03  0.3862296 0.254 0.186  1.000000e+00       0
## Galc                4.269594e-03  0.7449108 0.168 0.112  1.000000e+00       0
## Skint8              4.280543e-03  2.2182309 0.019 0.004  1.000000e+00       0
## Gm45598             4.291085e-03  1.7982794 0.019 0.004  1.000000e+00       0
## Smarca5-ps          4.295315e-03  0.7239957 0.090 0.048  1.000000e+00       0
## Rsl24d1             4.313240e-03  0.3254892 0.235 0.166  1.000000e+00       0
## Gm831               4.333944e-03  1.7264186 0.030 0.010  1.000000e+00       0
## Smn1                4.345090e-03  0.4054454 0.302 0.223  1.000000e+00       0
## Pcsk2               4.359605e-03  0.1480858 0.276 0.200  1.000000e+00       0
## Gm37677             4.376780e-03  0.2234201 0.239 0.166  1.000000e+00       0
## Terf2ip             4.377536e-03  0.2858402 0.332 0.255  1.000000e+00       0
## Thop1               4.377939e-03  0.3438528 0.269 0.198  1.000000e+00       0
## Gm30363             4.419447e-03  1.6166476 0.019 0.004  1.000000e+00       0
## Sufu                4.436092e-03  0.1543836 0.343 0.258  1.000000e+00       0
## Slc44a1             4.443967e-03  0.1146805 0.881 0.765  1.000000e+00       0
## Commd2              4.462800e-03  0.1363371 0.358 0.273  1.000000e+00       0
## 5830417I10Rik       4.485677e-03  0.1562728 0.325 0.239  1.000000e+00       0
## Gm48369             4.488042e-03  1.2693475 0.082 0.043  1.000000e+00       0
## Zfp459              4.494507e-03  1.3308984 0.071 0.035  1.000000e+00       0
## Aktip               4.514020e-03  0.2122333 0.474 0.383  1.000000e+00       0
## Exoc3l              4.530936e-03  1.6553169 0.037 0.014  1.000000e+00       0
## Gm7628              4.535060e-03  1.6216177 0.034 0.012  1.000000e+00       0
## Itga2               4.538709e-03  0.1132468 0.470 0.362  1.000000e+00       0
## Ints14              4.555747e-03  0.1586455 0.265 0.195  1.000000e+00       0
## Nfic                4.562676e-03  0.2624597 0.373 0.292  1.000000e+00       0
## Srprb               4.567310e-03  0.2805570 0.354 0.277  1.000000e+00       0
## Zbtb2               4.573900e-03  0.2638656 0.351 0.281  1.000000e+00       0
## Mms19               4.580206e-03  0.2102993 0.466 0.381  1.000000e+00       0
## Prkd3               4.596656e-03  0.3408995 0.239 0.171  1.000000e+00       0
## Rdh11               4.607559e-03  0.4161804 0.306 0.234  1.000000e+00       0
## Lrrn3               4.632315e-03  0.5344945 0.097 0.053  1.000000e+00       0
## Col16a1             4.632430e-03  1.5610727 0.037 0.014  1.000000e+00       0
## Zfp14               4.648554e-03  0.5107221 0.112 0.065  1.000000e+00       0
## Gm5270              4.651859e-03  1.5385362 0.034 0.012  1.000000e+00       0
## 3110083C13Rik       4.665912e-03  1.1001772 0.056 0.025  1.000000e+00       0
## Gm11953             4.680842e-03  1.2689319 0.063 0.030  1.000000e+00       0
## Tom1                4.733497e-03  0.2005167 0.332 0.254  1.000000e+00       0
## Adrb2               4.733606e-03  1.1577865 0.052 0.023  1.000000e+00       0
## Gm15445             4.737854e-03  1.2994364 0.041 0.016  1.000000e+00       0
## Fbxo31              4.741538e-03  0.6076453 0.250 0.185  1.000000e+00       0
## Gm43372             4.743705e-03  0.5956584 0.108 0.061  1.000000e+00       0
## Dmtf1               4.748064e-03  0.1322525 0.586 0.497  1.000000e+00       0
## Gm48027             4.761343e-03  0.5415963 0.157 0.101  1.000000e+00       0
## Srd5a3              4.782171e-03  0.4066888 0.250 0.184  1.000000e+00       0
## 3830406C13Rik       4.788965e-03  0.2871786 0.407 0.324  1.000000e+00       0
## Rab35               4.790120e-03  0.1491312 0.396 0.325  1.000000e+00       0
## Gabpb1              4.814181e-03  0.1666518 0.507 0.417  1.000000e+00       0
## Gbp9                4.820684e-03  0.8147989 0.108 0.063  1.000000e+00       0
## Psmg3               4.825490e-03  0.1691842 0.340 0.261  1.000000e+00       0
## Ttll1               4.856451e-03  0.7373470 0.153 0.101  1.000000e+00       0
## Hgsnat              4.894743e-03  0.2877796 0.313 0.238  1.000000e+00       0
## LIN54               4.907386e-03  0.1311147 0.448 0.362  1.000000e+00       0
## C230096K16Rik       4.907541e-03  0.2470664 0.243 0.171  1.000000e+00       0
## Gm48079             4.934891e-03  1.1621942 0.037 0.014  1.000000e+00       0
## Pomt2               4.970976e-03  0.1194354 0.284 0.208  1.000000e+00       0
## Gm19461             4.977998e-03  0.4576149 0.097 0.053  1.000000e+00       0
## Rnf40               5.015737e-03  0.1719271 0.287 0.212  1.000000e+00       0
## Gm10698             5.061966e-03  1.5968166 0.052 0.023  1.000000e+00       0
## Ankrd50             5.077808e-03  0.1462225 0.299 0.219  1.000000e+00       0
## Gm26535             5.078387e-03  3.1882976 0.011 0.002  1.000000e+00       0
## Gm20109             5.078387e-03  3.1109155 0.011 0.002  1.000000e+00       0
## Tmx3                5.084991e-03  0.1258741 0.616 0.510  1.000000e+00       0
## Gm13331             5.096482e-03  3.1572589 0.011 0.002  1.000000e+00       0
## Gm38241             5.096482e-03  3.0900585 0.011 0.002  1.000000e+00       0
## A430093F15Rik       5.096482e-03  3.2541411 0.011 0.002  1.000000e+00       0
## Dhx38               5.106213e-03  0.2400176 0.310 0.237  1.000000e+00       0
## Fam89b              5.114635e-03  3.0296808 0.011 0.002  1.000000e+00       0
## Gm44541             5.126035e-03  1.2663176 0.049 0.021  1.000000e+00       0
## Hint3               5.130607e-03  0.1555963 0.560 0.465  1.000000e+00       0
## 4933426K07Rik       5.132847e-03  2.9639654 0.011 0.002  1.000000e+00       0
## Serpinb6b           5.132847e-03  0.7171810 0.011 0.002  1.000000e+00       0
## Insm2               5.132847e-03  2.9890421 0.011 0.002  1.000000e+00       0
## Brms1               5.132847e-03  2.6075753 0.011 0.002  1.000000e+00       0
## Gm28706             5.151118e-03  3.0448335 0.011 0.002  1.000000e+00       0
## Kcne1l              5.151118e-03  3.4008248 0.011 0.002  1.000000e+00       0
## U5.6                5.151118e-03  2.8228283 0.011 0.002  1.000000e+00       0
## Tdrd6               5.151118e-03  2.8187667 0.011 0.002  1.000000e+00       0
## Gm37567             5.169447e-03  2.7422672 0.011 0.002  1.000000e+00       0
## AI847159            5.169447e-03  2.6398979 0.011 0.002  1.000000e+00       0
## Sox5it              5.169447e-03  2.3572671 0.011 0.002  1.000000e+00       0
## Gm16271             5.169447e-03  2.6789784 0.011 0.002  1.000000e+00       0
## Gm19935             5.169447e-03  2.7191906 0.011 0.002  1.000000e+00       0
## D030024E09Rik       5.169447e-03  2.7296291 0.011 0.002  1.000000e+00       0
## Usp30               5.172979e-03  0.3337489 0.216 0.153  1.000000e+00       0
## Gm38374             5.182614e-03  0.6034270 0.119 0.071  1.000000e+00       0
## Gm17207             5.187835e-03  2.7461060 0.011 0.002  1.000000e+00       0
## Smarce1-ps1         5.187835e-03  2.6169504 0.011 0.002  1.000000e+00       0
## U2.11               5.187835e-03  2.6066122 0.011 0.002  1.000000e+00       0
## Gm6771              5.187835e-03  2.4456758 0.011 0.002  1.000000e+00       0
## Tssk3               5.206282e-03  2.7305969 0.011 0.002  1.000000e+00       0
## Gm5069              5.208846e-03  1.1342224 0.078 0.041  1.000000e+00       0
## Gm37411             5.224789e-03  2.0555909 0.011 0.002  1.000000e+00       0
## Gad1                5.224789e-03  2.3118118 0.011 0.002  1.000000e+00       0
## Snrpn               5.238334e-03  0.3814655 0.373 0.297  1.000000e+00       0
## Gm18883             5.243354e-03  2.4484620 0.011 0.002  1.000000e+00       0
## Phldb1              5.270635e-03  0.1661408 0.257 0.190  1.000000e+00       0
## Gm47583             5.309353e-03  0.3360303 0.097 0.054  1.000000e+00       0
## Fabp12              5.309937e-03  0.9251365 0.056 0.025  1.000000e+00       0
## Actr8               5.336508e-03  0.2747344 0.287 0.219  1.000000e+00       0
## Ube2w               5.359505e-03  0.2020708 0.634 0.540  1.000000e+00       0
## Epn3                5.360337e-03  0.7146616 0.078 0.041  1.000000e+00       0
## Ufd1                5.373223e-03  0.1386929 0.563 0.455  1.000000e+00       0
## Atpsckmt            5.385613e-03  0.1852246 0.280 0.209  1.000000e+00       0
## Exoc2               5.422820e-03  0.1073570 0.642 0.547  1.000000e+00       0
## Mrps10              5.446668e-03  0.1872892 0.392 0.310  1.000000e+00       0
## Map3k14             5.450590e-03  0.3044669 0.328 0.254  1.000000e+00       0
## Vps26b              5.456099e-03  0.2371560 0.291 0.225  1.000000e+00       0
## Urod                5.475515e-03  0.3814614 0.332 0.263  1.000000e+00       0
## Atxn1l              5.496825e-03  0.3762248 0.269 0.202  1.000000e+00       0
## Spata6              5.504785e-03  0.2465199 0.127 0.076  1.000000e+00       0
## Bnip1               5.566248e-03  0.3313803 0.340 0.269  1.000000e+00       0
## Nr4a1               5.568206e-03  0.4323749 0.201 0.138  1.000000e+00       0
## Gm48383             5.575457e-03  1.4740778 0.026 0.008  1.000000e+00       0
## Gm45640             5.587898e-03  0.7925287 0.108 0.063  1.000000e+00       0
## Ddx56               5.591562e-03  0.2153831 0.261 0.194  1.000000e+00       0
## Surf6               5.602164e-03  0.4119945 0.235 0.169  1.000000e+00       0
## Gcat                5.624688e-03  0.2146533 0.299 0.224  1.000000e+00       0
## B930018H19Rik       5.650229e-03  0.3199628 0.090 0.048  1.000000e+00       0
## Sp140               5.658832e-03  0.8355952 0.093 0.052  1.000000e+00       0
## Slc30a6             5.673237e-03  0.1189985 0.366 0.283  1.000000e+00       0
## Gjb1                5.679961e-03  0.3673200 0.280 0.213  1.000000e+00       0
## BC055308            5.682040e-03  1.0546687 0.063 0.031  1.000000e+00       0
## Xpo5                5.709184e-03  0.2763863 0.291 0.216  1.000000e+00       0
## Gm5963              5.731227e-03  1.7089771 0.049 0.021  1.000000e+00       0
## Map1s               5.747987e-03  0.2574894 0.239 0.174  1.000000e+00       0
## Nipa2               5.749352e-03  0.1482129 0.653 0.545  1.000000e+00       0
## Zfp51               5.775360e-03  0.3745480 0.201 0.141  1.000000e+00       0
## Nr0b2               5.782575e-03  1.0408059 0.082 0.044  1.000000e+00       0
## Coasy               5.797017e-03  0.4771736 0.261 0.197  1.000000e+00       0
## Dcun1d2             5.798208e-03  0.2421866 0.295 0.218  1.000000e+00       0
## Ythdf1              5.803325e-03  0.2300871 0.500 0.412  1.000000e+00       0
## Gm38377             5.827574e-03  0.5131819 0.149 0.095  1.000000e+00       0
## Acap2               5.887281e-03  0.1004191 0.772 0.644  1.000000e+00       0
## Ccdc152             5.918346e-03  0.4072280 0.149 0.094  1.000000e+00       0
## Bmp2                5.961548e-03  0.5389889 0.175 0.117  1.000000e+00       0
## 1700030K09Rik       5.969176e-03  0.3116387 0.205 0.144  1.000000e+00       0
## Gm38082             5.976821e-03  0.4203328 0.157 0.101  1.000000e+00       0
## Mphosph6            5.978752e-03  0.5111385 0.280 0.214  1.000000e+00       0
## Mfsd4b4             6.018162e-03  0.4496965 0.093 0.052  1.000000e+00       0
## D030025E07Rik       6.022750e-03  1.4646230 0.045 0.018  1.000000e+00       0
## Uchl5               6.039897e-03  0.2026998 0.396 0.308  1.000000e+00       0
## Zfp90               6.059474e-03  0.1483035 0.347 0.270  1.000000e+00       0
## Acyp1               6.072048e-03  0.3558032 0.343 0.276  1.000000e+00       0
## Mroh3               6.083782e-03  0.5780905 0.078 0.041  1.000000e+00       0
## Gm6566              6.108016e-03  1.7548202 0.030 0.010  1.000000e+00       0
## Map2k3os            6.144985e-03  0.6595196 0.071 0.036  1.000000e+00       0
## Gm5787              6.158854e-03  1.9377196 0.037 0.014  1.000000e+00       0
## Trnau1ap            6.176596e-03  0.4095524 0.313 0.244  1.000000e+00       0
## Gpank1              6.197665e-03  0.5047406 0.269 0.206  1.000000e+00       0
## Vamp1               6.205475e-03  0.4503999 0.153 0.099  1.000000e+00       0
## Farsa               6.254425e-03  0.2785214 0.366 0.281  1.000000e+00       0
## Nagpa               6.260242e-03  0.8387768 0.138 0.089  1.000000e+00       0
## Bcl3                6.300399e-03  0.1363106 0.466 0.368  1.000000e+00       0
## Gfap                6.302833e-03  1.0071504 0.030 0.010  1.000000e+00       0
## Rmnd5b              6.410132e-03  0.2070073 0.276 0.206  1.000000e+00       0
## Gm49706             6.410788e-03  0.8993009 0.108 0.064  1.000000e+00       0
## Gm671               6.416291e-03  0.2085053 0.216 0.151  1.000000e+00       0
## Xrcc3               6.431906e-03  0.2012695 0.104 0.061  1.000000e+00       0
## Tbc1d7              6.452447e-03  0.6349582 0.160 0.107  1.000000e+00       0
## 9130015G15Rik       6.468577e-03  1.6693478 0.034 0.012  1.000000e+00       0
## mt-Te               6.472459e-03  0.3386947 0.104 0.060  1.000000e+00       0
## Alg1                6.481709e-03  0.4758000 0.194 0.137  1.000000e+00       0
## Tmem161a            6.515331e-03  0.2820973 0.362 0.290  1.000000e+00       0
## Isg20l2             6.569316e-03  0.2723744 0.209 0.148  1.000000e+00       0
## Rnf215              6.582009e-03  0.6414139 0.261 0.201  1.000000e+00       0
## Tnip2               6.620065e-03  0.4178278 0.205 0.145  1.000000e+00       0
## Phex                6.635442e-03  2.2842808 0.022 0.006  1.000000e+00       0
## Zdhhc24             6.696532e-03  0.4987160 0.213 0.152  1.000000e+00       0
## Tppp                6.765986e-03  0.6174002 0.104 0.060  1.000000e+00       0
## Arl3                6.769250e-03  0.1354229 0.642 0.504  1.000000e+00       0
## Rcc1l               6.793486e-03  0.3601647 0.194 0.135  1.000000e+00       0
## Mtfr1l              6.798450e-03  0.1291707 0.343 0.271  1.000000e+00       0
## Hdhd2               6.830176e-03  1.4816169 0.056 0.026  1.000000e+00       0
## Mtrex               6.835984e-03  0.1203800 0.481 0.389  1.000000e+00       0
## Tmem14a             6.850232e-03  0.5844034 0.146 0.094  1.000000e+00       0
## 6030400A10Rik       6.858909e-03  0.8847162 0.108 0.065  1.000000e+00       0
## 1500026H17Rik       6.867070e-03  0.5130175 0.183 0.126  1.000000e+00       0
## Gm45129             6.873880e-03  1.2339817 0.037 0.014  1.000000e+00       0
## Pcsk2os1            6.895502e-03  0.8292289 0.104 0.061  1.000000e+00       0
## Nhlh1               6.900394e-03  0.7723825 0.101 0.058  1.000000e+00       0
## C1qa                6.938363e-03  0.2101414 0.082 0.043  1.000000e+00       0
## Eif2b3              6.993695e-03  0.3521513 0.295 0.226  1.000000e+00       0
## Gm3511              7.037538e-03  0.2568002 0.291 0.221  1.000000e+00       0
## Idua                7.049199e-03  0.4080948 0.127 0.078  1.000000e+00       0
## Cdc16               7.057831e-03  0.2293587 0.369 0.293  1.000000e+00       0
## Lats2               7.084639e-03  0.3252769 0.149 0.097  1.000000e+00       0
## Hspa13              7.092972e-03  0.1894111 0.392 0.312  1.000000e+00       0
## Kank2               7.100951e-03  0.4789080 0.250 0.187  1.000000e+00       0
## Prepl               7.111993e-03  0.1268274 0.455 0.369  1.000000e+00       0
## Fbxl18              7.117719e-03  0.1662503 0.336 0.265  1.000000e+00       0
## 4930598N05Rik       7.130506e-03  1.6712932 0.022 0.006  1.000000e+00       0
## 6530401F13Rik       7.206709e-03  0.5766886 0.056 0.026  1.000000e+00       0
## Smpd1               7.221046e-03  0.6326896 0.231 0.175  1.000000e+00       0
## Mrps2               7.244794e-03  0.6057825 0.201 0.146  1.000000e+00       0
## Gm43737             7.323871e-03  0.7813951 0.071 0.036  1.000000e+00       0
## Hars                7.344648e-03  0.1163007 0.321 0.246  1.000000e+00       0
## Gm9803              7.345973e-03  1.4139400 0.060 0.029  1.000000e+00       0
## Mrps18b             7.347516e-03  0.3266282 0.313 0.242  1.000000e+00       0
## Slc39a3             7.351653e-03  0.1670833 0.299 0.229  1.000000e+00       0
## Orai3               7.362038e-03  0.6790428 0.183 0.128  1.000000e+00       0
## Zfp287              7.397809e-03  0.1817015 0.213 0.147  1.000000e+00       0
## Gm44152             7.443857e-03  0.7906678 0.097 0.055  1.000000e+00       0
## Gm45769             7.462713e-03  1.1015340 0.086 0.048  1.000000e+00       0
## Ppp1r3e             7.470016e-03  0.7790462 0.183 0.130  1.000000e+00       0
## Pus3                7.491741e-03  0.5368342 0.194 0.139  1.000000e+00       0
## Arhgef4             7.519142e-03  1.3262931 0.045 0.019  1.000000e+00       0
## Gm44505             7.575239e-03  0.9382163 0.090 0.051  1.000000e+00       0
## Dhdds               7.589627e-03  0.1809197 0.563 0.483  1.000000e+00       0
## Gm45853             7.616768e-03  1.0848589 0.056 0.026  1.000000e+00       0
## Anapc7              7.694473e-03  0.1751039 0.325 0.258  1.000000e+00       0
## Mapk6               7.735662e-03  0.1141876 0.743 0.614  1.000000e+00       0
## Gm38381             7.748219e-03  0.5116423 0.183 0.126  1.000000e+00       0
## Enho                7.761671e-03  0.2272048 0.063 0.031  1.000000e+00       0
## Pald1               7.768255e-03  2.2982363 0.019 0.005  1.000000e+00       0
## Gm14393             7.785644e-03  2.3210343 0.019 0.005  1.000000e+00       0
## Jmjd6               7.792461e-03  0.3164828 0.396 0.322  1.000000e+00       0
## Pfdn4               7.792473e-03  0.3829170 0.340 0.270  1.000000e+00       0
## Patz1               7.810352e-03  0.2011672 0.377 0.290  1.000000e+00       0
## Gm40332             7.812738e-03  2.7707384 0.015 0.003  1.000000e+00       0
## Gm4929              7.833403e-03  2.7234532 0.015 0.003  1.000000e+00       0
## Drr1                7.838020e-03  2.2036275 0.019 0.005  1.000000e+00       0
## H2bc11              7.846527e-03  0.5412316 0.097 0.055  1.000000e+00       0
## AU019990            7.874879e-03  2.3441323 0.015 0.003  1.000000e+00       0
## Cyp4b1-ps2          7.874879e-03  3.2261188 0.015 0.003  1.000000e+00       0
## Pcdhgc4             7.876157e-03  0.9039788 0.104 0.062  1.000000e+00       0
## Gm4714              7.895692e-03  2.2737228 0.015 0.003  1.000000e+00       0
## Kcnk9               7.895692e-03  2.5891673 0.015 0.003  1.000000e+00       0
## Enc1                7.931591e-03  0.2170395 0.243 0.177  1.000000e+00       0
## Gm10330             7.937464e-03  2.3762015 0.015 0.003  1.000000e+00       0
## Tmem199             7.940621e-03  0.2115670 0.332 0.263  1.000000e+00       0
## Baalc               7.943720e-03  2.0144365 0.019 0.005  1.000000e+00       0
## Dhdh                7.946850e-03  0.9536544 0.060 0.029  1.000000e+00       0
## Gm45371             7.958424e-03  3.1639774 0.015 0.003  1.000000e+00       0
## 4930519P11Rik       8.000493e-03  2.2766710 0.015 0.003  1.000000e+00       0
## Cend1               8.021602e-03  1.7957137 0.015 0.003  1.000000e+00       0
## Gm9800              8.032261e-03  0.1553372 0.164 0.109  1.000000e+00       0
## Ankar               8.063970e-03  1.4512203 0.015 0.003  1.000000e+00       0
## Vmn2r71             8.085229e-03  1.2288027 0.015 0.003  1.000000e+00       0
## Gm12714             8.085229e-03  2.1410536 0.015 0.003  1.000000e+00       0
## Lag3                8.085881e-03  0.8575858 0.041 0.017  1.000000e+00       0
## Gm28902             8.086639e-03  1.6841769 0.019 0.005  1.000000e+00       0
## Gm9771              8.106538e-03  1.6252235 0.015 0.003  1.000000e+00       0
## Tbc1d17             8.119694e-03  0.2275043 0.396 0.322  1.000000e+00       0
## Arhgef19            8.122539e-03  0.1654215 0.209 0.148  1.000000e+00       0
## Gm11335             8.122726e-03  1.6128681 0.019 0.005  1.000000e+00       0
## Gm13379             8.134545e-03  1.9406613 0.026 0.008  1.000000e+00       0
## Gapdh-ps14          8.213576e-03  1.5911462 0.019 0.005  1.000000e+00       0
## Clip3               8.262823e-03  1.6759042 0.026 0.008  1.000000e+00       0
## Gm17102             8.291574e-03  1.8650828 0.026 0.008  1.000000e+00       0
## Gm50240             8.298666e-03  0.3895922 0.179 0.124  1.000000e+00       0
## Gm42998             8.320414e-03  1.7939823 0.026 0.008  1.000000e+00       0
## 4930447K03Rik       8.334728e-03  0.7634991 0.056 0.026  1.000000e+00       0
## Cnpy3               8.337341e-03  0.2575454 0.287 0.223  1.000000e+00       0
## Garem1              8.345076e-03  0.2958247 0.246 0.183  1.000000e+00       0
## Tmem94              8.361461e-03  0.1581731 0.358 0.286  1.000000e+00       0
## Hax1                8.387370e-03  0.1520275 0.332 0.272  1.000000e+00       0
## Gm48254             8.403359e-03  0.5086848 0.138 0.089  1.000000e+00       0
## 1700016A09Rik       8.422063e-03  1.6182141 0.026 0.008  1.000000e+00       0
## Mycbpap             8.506913e-03  0.2715199 0.090 0.050  1.000000e+00       0
## Kctd21              8.538006e-03  0.1523618 0.175 0.116  1.000000e+00       0
## Gm10080             8.547072e-03  0.9339307 0.119 0.076  1.000000e+00       0
## Gm11899             8.548557e-03  2.1313110 0.030 0.011  1.000000e+00       0
## Gm48585             8.590522e-03  0.7864841 0.082 0.045  1.000000e+00       0
## Gm17484             8.695274e-03  0.6270701 0.112 0.068  1.000000e+00       0
## Slc4a2              8.848257e-03  0.1392593 0.466 0.391  1.000000e+00       0
## Supt7l              8.921378e-03  0.1426926 0.224 0.162  1.000000e+00       0
## P2ry6               8.930308e-03  0.7724136 0.101 0.060  1.000000e+00       0
## Zfp433              9.029835e-03  0.8538204 0.034 0.013  1.000000e+00       0
## Mettl3              9.095177e-03  0.4163361 0.280 0.212  1.000000e+00       0
## Tor4a               9.127815e-03  0.9098885 0.131 0.086  1.000000e+00       0
## Ecd                 9.180959e-03  0.1910222 0.425 0.343  1.000000e+00       0
## Tesmin              9.187071e-03  0.8651029 0.034 0.013  1.000000e+00       0
## Paqr3               9.187217e-03  0.9269752 0.078 0.043  1.000000e+00       0
## Sccpdh              9.192009e-03  0.1843097 0.276 0.205  1.000000e+00       0
## Gm14486             9.205932e-03  1.1058172 0.037 0.015  1.000000e+00       0
## Nlrp1b              9.289824e-03  0.5817503 0.075 0.040  1.000000e+00       0
## Fam207a             9.371691e-03  0.1122346 0.425 0.342  1.000000e+00       0
## Impg2               9.397472e-03  0.3288543 0.108 0.064  1.000000e+00       0
## Bend3               9.434765e-03  0.4143520 0.127 0.080  1.000000e+00       0
## Ripk4               9.436600e-03  0.1587076 0.507 0.426  1.000000e+00       0
## Zfp143              9.549957e-03  0.1036676 0.369 0.289  1.000000e+00       0
## Ift22               9.618264e-03  0.2149723 0.328 0.257  1.000000e+00       0
## Lzts1               9.653817e-03  0.6735366 0.101 0.060  1.000000e+00       0
## Ppp1r26             9.664669e-03  0.4561482 0.116 0.071  1.000000e+00       0
## Rps6kb2             9.670265e-03  0.1080000 0.257 0.191  1.000000e+00       0
## Tmub1               9.922284e-03  0.2702626 0.239 0.181  1.000000e+00       0
##                                  gene
## B3galt5                       B3galt5
## Pla2g7                         Pla2g7
## Slc5a4b                       Slc5a4b
## Lypd8l                         Lypd8l
## Otop3                           Otop3
## 2810025M15Rik           2810025M15Rik
## Serpinf2                     Serpinf2
## Clps                             Clps
## Ltf                               Ltf
## Ccnd2                           Ccnd2
## Reg4                             Reg4
## Fmo2                             Fmo2
## Ambp                             Ambp
## Tpbg                             Tpbg
## Fabp3                           Fabp3
## Shisa9                         Shisa9
## Sox5                             Sox5
## Lonrf1                         Lonrf1
## 4930556N09Rik           4930556N09Rik
## Grik4                           Grik4
## TMT                               TMT
## Cwh43                           Cwh43
## Krt7                             Krt7
## Rbp1                             Rbp1
## Tph1                             Tph1
## Krt19                           Krt19
## Stab2                           Stab2
## Trpc4                           Trpc4
## Apoa5                           Apoa5
## Gpx3                             Gpx3
## Afp                               Afp
## Iqsec1                         Iqsec1
## Aqp9                             Aqp9
## Sqor                             Sqor
## Itprid2                       Itprid2
## Rpp25                           Rpp25
## Grid1                           Grid1
## Foxa1                           Foxa1
## Apoc3                           Apoc3
## 1810006J02Rik           1810006J02Rik
## Chga                             Chga
## Trpa1                           Trpa1
## Asph                             Asph
## Cd63                             Cd63
## S100a6                         S100a6
## Slc18a1                       Slc18a1
## Shisa2                         Shisa2
## Adcy8                           Adcy8
## Gm15200                       Gm15200
## Gm46565                       Gm46565
## Tmem238l                     Tmem238l
## Serpini1                     Serpini1
## Chgb                             Chgb
## Pkdcc                           Pkdcc
## Etnk1                           Etnk1
## St8sia3                       St8sia3
## Lmx1a                           Lmx1a
## Gm13373                       Gm13373
## Adh1                             Adh1
## Sulf2                           Sulf2
## Mapk14                         Mapk14
## Camk2n1                       Camk2n1
## Sorl1                           Sorl1
## Marcksl1                     Marcksl1
## Trpm2                           Trpm2
## Itpr3                           Itpr3
## Tbx3os2                       Tbx3os2
## Ptprs                           Ptprs
## Enpp2                           Enpp2
## Sox4                             Sox4
## Pcp4l1                         Pcp4l1
## Tmem59l                       Tmem59l
## Slc34a1                       Slc34a1
## Cdk14                           Cdk14
## Tm4sf5                         Tm4sf5
## Ssbp2                           Ssbp2
## Amigo2                         Amigo2
## 0610010F05Rik           0610010F05Rik
## Asns                             Asns
## Tnfrsf11b                   Tnfrsf11b
## 9330154J02Rik           9330154J02Rik
## Rasal2                         Rasal2
## Slc38a11                     Slc38a11
## Acadsb                         Acadsb
## Gm37060                       Gm37060
## Upb1                             Upb1
## Snap25                         Snap25
## Parp1                           Parp1
## Frmd3                           Frmd3
## Pkm                               Pkm
## Igfbp4                         Igfbp4
## 1700065O20Rik           1700065O20Rik
## Ffar2                           Ffar2
## Reep6                           Reep6
## Fcgbp                           Fcgbp
## Nptx2                           Nptx2
## Cystm1                         Cystm1
## Slc38a1                       Slc38a1
## Dlg2                             Dlg2
## Gm39149                       Gm39149
## C230038L03Rik           C230038L03Rik
## Sptssa                         Sptssa
## Gtf2f2                         Gtf2f2
## Rnase4                         Rnase4
## C230014O12Rik           C230014O12Rik
## Ramp1                           Ramp1
## Gspt1                           Gspt1
## Rgs2                             Rgs2
## Glis3                           Glis3
## Hepacam2                     Hepacam2
## Ccdc68                         Ccdc68
## Eid1                             Eid1
## Stx18                           Stx18
## Cyrib                           Cyrib
## Dtnb                             Dtnb
## Ttyh1                           Ttyh1
## Cpb2                             Cpb2
## Pdzk1                           Pdzk1
## Cd164                           Cd164
## Edf1                             Edf1
## Il18r1                         Il18r1
## Tmigd3                         Tmigd3
## Cartpt                         Cartpt
## Pirt                             Pirt
## Arfgef1                       Arfgef1
## Wfikkn2                       Wfikkn2
## Cnksr2                         Cnksr2
## Gsdme                           Gsdme
## Ifi30                           Ifi30
## R3hdml                         R3hdml
## Ankrd55                       Ankrd55
## Stxbp5l                       Stxbp5l
## Sdcbp                           Sdcbp
## Lamp1                           Lamp1
## Syt13                           Syt13
## Gulo                             Gulo
## Slco2a1                       Slco2a1
## Fam43a                         Fam43a
## Atp6v1b2                     Atp6v1b2
## Foxq1                           Foxq1
## Cd47                             Cd47
## Xxylt1                         Xxylt1
## Flrt1                           Flrt1
## Gm44678                       Gm44678
## Gm30551                       Gm30551
## Mtss1                           Mtss1
## Syt7                             Syt7
## Ppp1r14c                     Ppp1r14c
## Tubb2b                         Tubb2b
## Prnp                             Prnp
## Gstt1                           Gstt1
## Trim31                         Trim31
## Kazald1                       Kazald1
## Cyp2d10                       Cyp2d10
## Cyfip2                         Cyfip2
## Ush2a                           Ush2a
## Scn8a                           Scn8a
## Nrg1                             Nrg1
## Sh3kbp1                       Sh3kbp1
## Ddhd1                           Ddhd1
## Cmpk1                           Cmpk1
## Scn3a                           Scn3a
## Ankfy1                         Ankfy1
## Neurod1                       Neurod1
## Tspan13                       Tspan13
## Tenm1                           Tenm1
## Ptgr1                           Ptgr1
## Slc38a3                       Slc38a3
## Rasgrp2                       Rasgrp2
## Kcnc1                           Kcnc1
## Stard10                       Stard10
## Lcorl                           Lcorl
## Syn2                             Syn2
## Reep5                           Reep5
## Akr1b7                         Akr1b7
## Gsdma                           Gsdma
## Adh7                             Adh7
## Fry                               Fry
## Ccdc162                       Ccdc162
## Utrn                             Utrn
## Man2a1                         Man2a1
## 2300009A05Rik           2300009A05Rik
## Grm4                             Grm4
## Pde11a                         Pde11a
## Rgs7                             Rgs7
## Fa2h                             Fa2h
## Lap3                             Lap3
## Eif4g2                         Eif4g2
## Npy1r                           Npy1r
## Trpc7                           Trpc7
## Stim2                           Stim2
## Marcks                         Marcks
## Adcy1                           Adcy1
## Gm37788                       Gm37788
## Tmem59                         Tmem59
## Chn2                             Chn2
## Serpinb1a                   Serpinb1a
## Tmprss2                       Tmprss2
## Ccdc3                           Ccdc3
## Rab3c                           Rab3c
## Glul                             Glul
## Dach2                           Dach2
## Gm45183                       Gm45183
## Wnt3                             Wnt3
## Phgr1                           Phgr1
## Tmprss6                       Tmprss6
## Pim3                             Pim3
## Gng5                             Gng5
## Evpl                             Evpl
## Ftl1                             Ftl1
## Gm50412                       Gm50412
## Ccdc170                       Ccdc170
## S100a1                         S100a1
## Txn1                             Txn1
## Ddt                               Ddt
## Asap1                           Asap1
## Lypd8                           Lypd8
## Bcas3                           Bcas3
## Gadd45a                       Gadd45a
## Vps50                           Vps50
## F10                               F10
## Smim22                         Smim22
## Platr26                       Platr26
## Rnf145                         Rnf145
## Selenom                       Selenom
## Hcn1                             Hcn1
## Fgf14                           Fgf14
## Ube2g1                         Ube2g1
## Resp18                         Resp18
## Slc47a1                       Slc47a1
## Epb41l4b                     Epb41l4b
## Stim1                           Stim1
## Bex3                             Bex3
## Krt8                             Krt8
## Tbx3                             Tbx3
## Azin2                           Azin2
## Dgkb                             Dgkb
## Svip                             Svip
## Nars2                           Nars2
## Fkbp1b                         Fkbp1b
## Celf2                           Celf2
## Pfkl                             Pfkl
## Atp6v0c                       Atp6v0c
## Tm9sf3                         Tm9sf3
## Dynll1                         Dynll1
## Atp2a3                         Atp2a3
## Pde4d                           Pde4d
## Hbegf                           Hbegf
## Prodh2                         Prodh2
## Mgst3                           Mgst3
## Fsd1l                           Fsd1l
## Tceal9                         Tceal9
## Trim15                         Trim15
## Serinc2                       Serinc2
## Fgfrl1                         Fgfrl1
## Cacna1h                       Cacna1h
## Plpp2                           Plpp2
## Nipal2                         Nipal2
## Zc3h12b                       Zc3h12b
## Gpr155                         Gpr155
## Zfp622                         Zfp622
## Tgoln1                         Tgoln1
## Sorcs2                         Sorcs2
## Glipr2                         Glipr2
## Parvb                           Parvb
## Plk5                             Plk5
## Hopx                             Hopx
## Dhcr24                         Dhcr24
## Ldha                             Ldha
## Ang                               Ang
## Selenok                       Selenok
## H2af-ps2                     H2af-ps2
## Gm44676                       Gm44676
## Kyat1                           Kyat1
## Ptprf                           Ptprf
## Bex2                             Bex2
## Clta                             Clta
## Scamp5                         Scamp5
## Klhl29                         Klhl29
## Ap3b2                           Ap3b2
## H2bc4                           H2bc4
## Ucn3                             Ucn3
## B4galnt1                     B4galnt1
## Zfhx3                           Zfhx3
## App                               App
## Bok                               Bok
## Zfp703                         Zfp703
## Slc4a8                         Slc4a8
## Errfi1                         Errfi1
## Ctsl                             Ctsl
## Gcc2                             Gcc2
## Map3k5                         Map3k5
## Hnf4a                           Hnf4a
## Lmna                             Lmna
## Selenop                       Selenop
## F2                                 F2
## Hdac1                           Hdac1
## Pcyt1b                         Pcyt1b
## H1f2                             H1f2
## Cdkn1c                         Cdkn1c
## Itgb1                           Itgb1
## Fras1                           Fras1
## Litaf                           Litaf
## Zmiz1os1                     Zmiz1os1
## Cfap410                       Cfap410
## Gabra2                         Gabra2
## Gse1                             Gse1
## Alk                               Alk
## Fxyd3                           Fxyd3
## Ncald                           Ncald
## Amn                               Amn
## Akr1c14                       Akr1c14
## Pdia3                           Pdia3
## Lgals4                         Lgals4
## Atp6v1g1                     Atp6v1g1
## Ythdf2                         Ythdf2
## Plpp1                           Plpp1
## Wee2                             Wee2
## Acsl6                           Acsl6
## Irs2                             Irs2
## Slc9a2                         Slc9a2
## Arg1                             Arg1
## Slc18a2                       Slc18a2
## Mfap3l                         Mfap3l
## Hid1                             Hid1
## Cotl1                           Cotl1
## Atf2                             Atf2
## Pcsk1                           Pcsk1
## Gstk1                           Gstk1
## Gm47962                       Gm47962
## Dpysl3                         Dpysl3
## Macrod1                       Macrod1
## Gm4402                         Gm4402
## Taf1                             Taf1
## Slc35f3                       Slc35f3
## Cdh17                           Cdh17
## Mgam2-ps                     Mgam2-ps
## Lrrc3                           Lrrc3
## Elapor2                       Elapor2
## H2aj                             H2aj
## Slc39a4                       Slc39a4
## Pex5l                           Pex5l
## Gad2                             Gad2
## Tspan9                         Tspan9
## F12                               F12
## Fam20c                         Fam20c
## Gtf2h5                         Gtf2h5
## Eif1                             Eif1
## Egfr                             Egfr
## Atp5g3                         Atp5g3
## Cidea                           Cidea
## Rundc1                         Rundc1
## Cpvl                             Cpvl
## Pdzd2                           Pdzd2
## Rbbp8                           Rbbp8
## Adgrg4                         Adgrg4
## Dmpk                             Dmpk
## Slc27a2                       Slc27a2
## Cycs                             Cycs
## Hivep3                         Hivep3
## Uqcr10                         Uqcr10
## Slc35g1                       Slc35g1
## Gpr6                             Gpr6
## Mid1ip1                       Mid1ip1
## Diaph2                         Diaph2
## Ceacam20                     Ceacam20
## Ireb2                           Ireb2
## Stt3b                           Stt3b
## Ctsa                             Ctsa
## Slc25a24                     Slc25a24
## Me2                               Me2
## Olfm1                           Olfm1
## Slc35d3                       Slc35d3
## Gm44679                       Gm44679
## Gdpd1                           Gdpd1
## Crebl2                         Crebl2
## Tmem106a                     Tmem106a
## Nono                             Nono
## Sspo                             Sspo
## Lgals2                         Lgals2
## Tep1                             Tep1
## H3f3b                           H3f3b
## Nudt7                           Nudt7
## Pdk3                             Pdk3
## Gt(ROSA)26Sor           Gt(ROSA)26Sor
## Qdpr                             Qdpr
## Crlf1                           Crlf1
## Myl6                             Myl6
## Slc5a9                         Slc5a9
## Rundc3a                       Rundc3a
## Lrrn1                           Lrrn1
## Prag1                           Prag1
## Trerf1                         Trerf1
## Lmo4                             Lmo4
## Bzw2                             Bzw2
## C1qtnf6                       C1qtnf6
## Hsd17b2                       Hsd17b2
## Crip1                           Crip1
## Tc2n                             Tc2n
## Btbd3                           Btbd3
## Rnf128                         Rnf128
## Tspan1                         Tspan1
## Adora2a                       Adora2a
## Phf21b                         Phf21b
## Mapk4                           Mapk4
## Gpt                               Gpt
## Id1                               Id1
## Krt18                           Krt18
## Rnf227                         Rnf227
## B3gnt3                         B3gnt3
## Myt1                             Myt1
## Vwa8                             Vwa8
## Nckap5                         Nckap5
## Apobec1                       Apobec1
## Tsku                             Tsku
## Pgap4                           Pgap4
## Cep128                         Cep128
## Akr1c13                       Akr1c13
## Elob                             Elob
## Lhfpl2                         Lhfpl2
## Mmp15                           Mmp15
## Tuba1a                         Tuba1a
## Fbln1                           Fbln1
## Prrx2                           Prrx2
## Abtb2                           Abtb2
## Slc13a1                       Slc13a1
## Ptprn                           Ptprn
## Itm2c                           Itm2c
## Ibtk                             Ibtk
## Stk39                           Stk39
## Atp6v1a                       Atp6v1a
## Hspa8                           Hspa8
## Sppl2a                         Sppl2a
## Mfsd6                           Mfsd6
## Zfp467                         Zfp467
## Cpt1a                           Cpt1a
## Tpt1                             Tpt1
## Fbxo44                         Fbxo44
## Ttr                               Ttr
## Cox5a                           Cox5a
## Smarca4                       Smarca4
## Trmt6                           Trmt6
## Foxp1                           Foxp1
## Lhx1os                         Lhx1os
## Foxn3                           Foxn3
## Dpp6                             Dpp6
## Tnrc6c                         Tnrc6c
## Rrm2b                           Rrm2b
## Lypd6                           Lypd6
## Adamts17                     Adamts17
## Nckap1                         Nckap1
## Hif1a                           Hif1a
## Fam160a2                     Fam160a2
## Tff3                             Tff3
## Cryzl2                         Cryzl2
## Nup35                           Nup35
## Tmtc3                           Tmtc3
## Lhx1                             Lhx1
## Gdap1l1                       Gdap1l1
## Casz1                           Casz1
## Gm44675                       Gm44675
## Plxnd1                         Plxnd1
## Cdhr5                           Cdhr5
## Panx1                           Panx1
## Ginm1                           Ginm1
## Iyd                               Iyd
## Retreg1                       Retreg1
## H2-T23                         H2-T23
## Ahcyl1                         Ahcyl1
## Cyp2j12                       Cyp2j12
## Samd14                         Samd14
## Cant1                           Cant1
## Cyb5b                           Cyb5b
## Slc13a3                       Slc13a3
## Abcc3                           Abcc3
## Gapdh                           Gapdh
## Kcnq1                           Kcnq1
## Atp6v0e                       Atp6v0e
## Snx7                             Snx7
## Cela1                           Cela1
## Gm38389                       Gm38389
## Aldh3b1                       Aldh3b1
## Gpr55                           Gpr55
## Sipa1l1                       Sipa1l1
## Hpx                               Hpx
## Gm44680                       Gm44680
## Vill                             Vill
## Doc2b                           Doc2b
## Atp6ap1                       Atp6ap1
## Timm13                         Timm13
## Ttc6                             Ttc6
## Tspan7                         Tspan7
## Shisa5                         Shisa5
## Ikzf5                           Ikzf5
## Nadk                             Nadk
## Atp5e                           Atp5e
## Cbx4                             Cbx4
## Ppl                               Ppl
## Ptma                             Ptma
## Ngly1                           Ngly1
## Uqcrq                           Uqcrq
## Bin1                             Bin1
## Rhoc                             Rhoc
## Bco1                             Bco1
## Cplx1                           Cplx1
## 4833439L19Rik           4833439L19Rik
## Dpysl2                         Dpysl2
## Tle5                             Tle5
## Foxa3                           Foxa3
## Slc22a18                     Slc22a18
## Tmem63b                       Tmem63b
## Gm35409                       Gm35409
## Ece1                             Ece1
## Ces3a                           Ces3a
## Gas2                             Gas2
## Msi1                             Msi1
## Tmem53                         Tmem53
## 2810404M03Rik           2810404M03Rik
## Slc22a23                     Slc22a23
## Ywhaq                           Ywhaq
## Cfl1                             Cfl1
## Arnt2                           Arnt2
## Slc4a7                         Slc4a7
## Bex1                             Bex1
## Fam189a1                     Fam189a1
## Fyn                               Fyn
## Acss3                           Acss3
## Gm44677                       Gm44677
## Mgat5                           Mgat5
## Dazap2                         Dazap2
## Morf4l1                       Morf4l1
## 1110008P14Rik           1110008P14Rik
## Efnb1                           Efnb1
## Rpl36a                         Rpl36a
## Glt1d1                         Glt1d1
## Dusp16                         Dusp16
## Abi2                             Abi2
## Hip1                             Hip1
## Rab3d                           Rab3d
## Twf1                             Twf1
## Plch1                           Plch1
## Slc7a4                         Slc7a4
## Vcp                               Vcp
## Epcam                           Epcam
## Hspb1                           Hspb1
## Dnaja4                         Dnaja4
## Ston2                           Ston2
## Denr                             Denr
## Sgsm3                           Sgsm3
## Akr1b3                         Akr1b3
## Hpcal1                         Hpcal1
## Glp1r                           Glp1r
## Slc22a3                       Slc22a3
## Pip4k2a                       Pip4k2a
## Rnf11                           Rnf11
## Med27                           Med27
## Eno1                             Eno1
## Gm32017                       Gm32017
## Boll                             Boll
## Slc25a35                     Slc25a35
## Tmem256                       Tmem256
## Mia3                             Mia3
## Runx1t1                       Runx1t1
## Aldoa                           Aldoa
## Eva1b                           Eva1b
## Nedd9                           Nedd9
## Kank1                           Kank1
## Kbtbd7                         Kbtbd7
## Itga9                           Itga9
## Gm37578                       Gm37578
## Zfand4                         Zfand4
## Gm43201                       Gm43201
## Pam16                           Pam16
## Pkhd1l1                       Pkhd1l1
## Klhl33                         Klhl33
## S100a13                       S100a13
## Gm28874                       Gm28874
## Acvrl1                         Acvrl1
## Ankrd66                       Ankrd66
## Acer2                           Acer2
## Hnrnpab                       Hnrnpab
## Ndufc1                         Ndufc1
## Pja1                             Pja1
## Pfn1                             Pfn1
## Tagln2                         Tagln2
## Cyp2d41-ps                 Cyp2d41-ps
## Cldn4                           Cldn4
## Acpp                             Acpp
## Bcas1                           Bcas1
## Pcca                             Pcca
## Nos1ap                         Nos1ap
## Cyp2d26                       Cyp2d26
## Klf15                           Klf15
## Adi1                             Adi1
## Atp5c1                         Atp5c1
## Alb                               Alb
## Col27a1                       Col27a1
## Guk1                             Guk1
## Cfb                               Cfb
## Hs3st3b1                     Hs3st3b1
## Plxnb2                         Plxnb2
## Os9                               Os9
## Arsg                             Arsg
## Nisch                           Nisch
## Tox3                             Tox3
## Erich4                         Erich4
## Vegfa                           Vegfa
## Tspan31                       Tspan31
## Jag2                             Jag2
## Zfpm1                           Zfpm1
## Krt87                           Krt87
## Wif1                             Wif1
## Cyp51                           Cyp51
## Cltc                             Cltc
## Gm31717                       Gm31717
## Tcf4                             Tcf4
## Pitx2                           Pitx2
## Eif5                             Eif5
## Prkar1b                       Prkar1b
## Gm12408                       Gm12408
## Nat8                             Nat8
## Med28                           Med28
## Nudt14                         Nudt14
## Prkar1a                       Prkar1a
## Gnptg                           Gnptg
## Tent4b                         Tent4b
## Lacc1                           Lacc1
## Fblim1                         Fblim1
## Gm50268                       Gm50268
## Anapc5                         Anapc5
## Gabarap                       Gabarap
## Stk38                           Stk38
## Gnai2                           Gnai2
## Thsd7b                         Thsd7b
## Tulp4                           Tulp4
## Taok3                           Taok3
## Ddx3x                           Ddx3x
## Ptprd                           Ptprd
## Lypd1                           Lypd1
## Serpina1e                   Serpina1e
## Tincr                           Tincr
## Tmem183a                     Tmem183a
## Peg3                             Peg3
## Prpf40a                       Prpf40a
## Gla                               Gla
## Gm43200                       Gm43200
## Rap1gap2                     Rap1gap2
## Xbp1                             Xbp1
## Endog                           Endog
## Abhd3                           Abhd3
## Atp6v1f                       Atp6v1f
## Ywhab                           Ywhab
## Mmgt2                           Mmgt2
## Gm36738                       Gm36738
## C1ql1                           C1ql1
## Mapk3                           Mapk3
## Sars                             Sars
## Rnf24                           Rnf24
## Fbxo9                           Fbxo9
## Anxa5                           Anxa5
## Sv2c                             Sv2c
## Spop                             Spop
## Gstm7                           Gstm7
## Lyst                             Lyst
## Cyp2c66                       Cyp2c66
## Olfr167                       Olfr167
## Rpl21-ps12                 Rpl21-ps12
## Ica1                             Ica1
## Ivns1abp                     Ivns1abp
## Zfp462                         Zfp462
## A130010J15Rik           A130010J15Rik
## Pnrc1                           Pnrc1
## Tmod3                           Tmod3
## Tmem54                         Tmem54
## B230206I08Rik           B230206I08Rik
## Gm2694                         Gm2694
## Mrfap1                         Mrfap1
## Celf3                           Celf3
## Scand1                         Scand1
## Pbx3                             Pbx3
## Trp53inp2                   Trp53inp2
## Laptm4a                       Laptm4a
## BC029722                     BC029722
## Tmem223                       Tmem223
## Aplp1                           Aplp1
## Fam83e                         Fam83e
## Pgrmc1                         Pgrmc1
## Smim24                         Smim24
## Clptm1                         Clptm1
## Nol7                             Nol7
## Sqle                             Sqle
## Dgkh                             Dgkh
## Rab7                             Rab7
## Elovl7                         Elovl7
## Rnf220                         Rnf220
## Cop1                             Cop1
## Rab31                           Rab31
## Atp6v1e1                     Atp6v1e1
## ENSMUSG00000117901 ENSMUSG00000117901
## Bcar3                           Bcar3
## Ech1                             Ech1
## Eif3l                           Eif3l
## Ubb                               Ubb
## Upp2                             Upp2
## Aldh3a2                       Aldh3a2
## Bax                               Bax
## Hnrnph2                       Hnrnph2
## Gm43728                       Gm43728
## Map2k5                         Map2k5
## Pdxk                             Pdxk
## Gpat4                           Gpat4
## Dhrs4                           Dhrs4
## Ces1d                           Ces1d
## Gm8091                         Gm8091
## Hmgcr                           Hmgcr
## Esrp1                           Esrp1
## Ttyh2                           Ttyh2
## Myrf                             Myrf
## Camk2n2                       Camk2n2
## Dao                               Dao
## Sstr1                           Sstr1
## Eif6                             Eif6
## Retsat                         Retsat
## Rbx1                             Rbx1
## Cmtm4                           Cmtm4
## Calr                             Calr
## Phyh                             Phyh
## Fam174b                       Fam174b
## E130308A19Rik           E130308A19Rik
## Canx                             Canx
## Vwa7                             Vwa7
## Tbc1d8                         Tbc1d8
## Acsl4                           Acsl4
## Ids                               Ids
## Mob4                             Mob4
## Dstn                             Dstn
## Dpep1                           Dpep1
## Tmem50b                       Tmem50b
## Ctbp2                           Ctbp2
## Ndufs6                         Ndufs6
## Mtch1                           Mtch1
## Hsp90ab1                     Hsp90ab1
## Sumo2                           Sumo2
## Tlnrd1                         Tlnrd1
## Hsp90aa1                     Hsp90aa1
## Nell2                           Nell2
## Cmip                             Cmip
## Ubr4                             Ubr4
## Nmnat3                         Nmnat3
## Uqcr11                         Uqcr11
## Pbx1                             Pbx1
## Nme1                             Nme1
## Cachd1                         Cachd1
## Ttyh3                           Ttyh3
## Ppt1                             Ppt1
## Fbp2                             Fbp2
## Acsf2                           Acsf2
## Cnih1                           Cnih1
## Gm31508                       Gm31508
## Ncam2                           Ncam2
## Zfand3                         Zfand3
## Clcn5                           Clcn5
## Dctn3                           Dctn3
## Galnt6                         Galnt6
## Serinc1                       Serinc1
## Syn3                             Syn3
## Nt5e                             Nt5e
## Hnrnpa3                       Hnrnpa3
## Rap1gapos                   Rap1gapos
## Gm19391                       Gm19391
## Nr2f6                           Nr2f6
## Tmco3                           Tmco3
## Pcbd1                           Pcbd1
## Ptpru                           Ptpru
## Chmp5                           Chmp5
## Rimbp2                         Rimbp2
## Ssbp1                           Ssbp1
## Nt5c1b                         Nt5c1b
## Fgfr3                           Fgfr3
## Ift57                           Ift57
## Odc1                             Odc1
## Psmd6                           Psmd6
## Psmf1                           Psmf1
## Rbm3                             Rbm3
## Gm45130                       Gm45130
## Myl12b                         Myl12b
## Spats2l                       Spats2l
## Dera                             Dera
## Cacna1b                       Cacna1b
## Cyp2f2                         Cyp2f2
## Mreg                             Mreg
## Gnpda2                         Gnpda2
## Ubl5                             Ubl5
## Slc25a32                     Slc25a32
## 9630014M24Rik           9630014M24Rik
## Nudt3                           Nudt3
## Pdlim5                         Pdlim5
## Smdt1                           Smdt1
## Kcng3                           Kcng3
## Adgra3                         Adgra3
## Nuak1                           Nuak1
## Cyp4v3                         Cyp4v3
## Cacna1a                       Cacna1a
## Hexa                             Hexa
## Smim4                           Smim4
## Clstn1                         Clstn1
## Tnfrsf12a                   Tnfrsf12a
## Desi1                           Desi1
## Tbc1d14                       Tbc1d14
## Tpst1                           Tpst1
## Ndfip2                         Ndfip2
## Tmed10                         Tmed10
## Tecr                             Tecr
## Ugdh                             Ugdh
## Calm3                           Calm3
## Pkp4                             Pkp4
## Tac1                             Tac1
## Hunk                             Hunk
## Ywhae                           Ywhae
## Tenm4                           Tenm4
## Mgarp                           Mgarp
## Tram1                           Tram1
## Emc10                           Emc10
## Ctif                             Ctif
## Csde1                           Csde1
## Smchd1                         Smchd1
## Adam15                         Adam15
## Lhfpl5                         Lhfpl5
## Myh9                             Myh9
## Elavl3                         Elavl3
## Hmgcs1                         Hmgcs1
## Ppp1r11                       Ppp1r11
## Kcnab3                         Kcnab3
## Ptges                           Ptges
## Suox                             Suox
## Ublcp1                         Ublcp1
## Nrp1                             Nrp1
## Dach1                           Dach1
## Cox8a                           Cox8a
## Mfng                             Mfng
## Sf3b6                           Sf3b6
## Col25a1                       Col25a1
## Ndufv3                         Ndufv3
## Arpc2                           Arpc2
## Cd81                             Cd81
## Pura                             Pura
## Zmiz2                           Zmiz2
## Riiad1                         Riiad1
## Dad1                             Dad1
## Fzd1                             Fzd1
## Zfp386                         Zfp386
## Nptn                             Nptn
## Pard3                           Pard3
## Cbx3                             Cbx3
## Rprml                           Rprml
## Sdc4                             Sdc4
## Pecam1                         Pecam1
## Cox7a1                         Cox7a1
## Tmem238                       Tmem238
## Igf2r                           Igf2r
## Mien1                           Mien1
## Marchf8                       Marchf8
## Akr1c12                       Akr1c12
## Antxr2                         Antxr2
## Grk3                             Grk3
## Set                               Set
## Sod1                             Sod1
## Fubp3                           Fubp3
## Fkbp2                           Fkbp2
## Srpr                             Srpr
## Sec63                           Sec63
## Atp11b                         Atp11b
## Creb3l1                       Creb3l1
## Gm37233                       Gm37233
## Map3k1                         Map3k1
## Ehmt2                           Ehmt2
## Cacna2d1                     Cacna2d1
## Ssx2ip                         Ssx2ip
## Tmem98                         Tmem98
## Pon2                             Pon2
## Prkrip1                       Prkrip1
## Atp1a1                         Atp1a1
## Cldn7                           Cldn7
## Otub1                           Otub1
## Cox7a2l                       Cox7a2l
## Bsg                               Bsg
## Supt6                           Supt6
## Gm32828                       Gm32828
## Ptpn1                           Ptpn1
## Gm42743                       Gm42743
## Btg1                             Btg1
## Adamtsl5                     Adamtsl5
## Gm20634                       Gm20634
## Cd82                             Cd82
## Lrrc20                         Lrrc20
## Gna11                           Gna11
## Ywhaz                           Ywhaz
## Slc39a6                       Slc39a6
## Dhx40                           Dhx40
## Agfg1                           Agfg1
## Orai2                           Orai2
## Scarb1                         Scarb1
## Ppdpf                           Ppdpf
## Agpat3                         Agpat3
## Lsg1                             Lsg1
## Ppia                             Ppia
## Prdx2                           Prdx2
## Creg1                           Creg1
## BC031181                     BC031181
## Vgf                               Vgf
## Foxp4                           Foxp4
## Atp6v0b                       Atp6v0b
## Rad21                           Rad21
## Psmd1                           Psmd1
## Spns3                           Spns3
## Glmp                             Glmp
## Arl2bp                         Arl2bp
## Maff                             Maff
## Tor3a                           Tor3a
## F5                                 F5
## Cox4i1                         Cox4i1
## Shb                               Shb
## Vps35                           Vps35
## Hes6                             Hes6
## Atg10                           Atg10
## Fmn1                             Fmn1
## Slc25a39                     Slc25a39
## Nradd                           Nradd
## Phldb2                         Phldb2
## Tmc5                             Tmc5
## Fhdc1                           Fhdc1
## Tgfb1                           Tgfb1
## Taf10                           Taf10
## Mex3b                           Mex3b
## Inpp5j                         Inpp5j
## Sys1                             Sys1
## Syt5                             Syt5
## Myo1a                           Myo1a
## Slc12a7                       Slc12a7
## Puf60                           Puf60
## Erc1                             Erc1
## Polr2l                         Polr2l
## Homer2                         Homer2
## Dnajc12                       Dnajc12
## Prex1                           Prex1
## Abcc2                           Abcc2
## Cblc                             Cblc
## Micos10                       Micos10
## Ncoa4                           Ncoa4
## Tmbim6                         Tmbim6
## Gdf11                           Gdf11
## Tmem205                       Tmem205
## Cstb                             Cstb
## Slc35b1                       Slc35b1
## Mapre1                         Mapre1
## Cemip2                         Cemip2
## Sh3gl2                         Sh3gl2
## Kcnb2                           Kcnb2
## Plxnb1                         Plxnb1
## Ahcyl2                         Ahcyl2
## Fam172a                       Fam172a
## H2-Q2                           H2-Q2
## Gm49125                       Gm49125
## Gli3                             Gli3
## Lpar3                           Lpar3
## Prdx1                           Prdx1
## Bnip3                           Bnip3
## Id3                               Id3
## Lamtor4                       Lamtor4
## Psmb4                           Psmb4
## C2cd5                           C2cd5
## St6galnac2                 St6galnac2
## Plcg1                           Plcg1
## Cldn2                           Cldn2
## Rogdi                           Rogdi
## Chd4                             Chd4
## Ier3ip1                       Ier3ip1
## Ttc7b                           Ttc7b
## Acp1                             Acp1
## Pdcd4                           Pdcd4
## Syngr2                         Syngr2
## Pfdn1                           Pfdn1
## Wdr81                           Wdr81
## Npdc1                           Npdc1
## Map2k1                         Map2k1
## Cltb                             Cltb
## Slc16a5                       Slc16a5
## Plekhb2                       Plekhb2
## Cilk1                           Cilk1
## Gimap8                         Gimap8
## Zfp68                           Zfp68
## Afg3l2                         Afg3l2
## Efcab14                       Efcab14
## Plekha6                       Plekha6
## Aff4                             Aff4
## Atox1                           Atox1
## 5033406O09Rik           5033406O09Rik
## Gm31108                       Gm31108
## Romo1                           Romo1
## Ncor2                           Ncor2
## Zfp329                         Zfp329
## Setd7                           Setd7
## Commd4                         Commd4
## Ckb                               Ckb
## Rgmb                             Rgmb
## Agr3                             Agr3
## Atp5md                         Atp5md
## Rab14                           Rab14
## Nf1                               Nf1
## Insm1                           Insm1
## Pld5                             Pld5
## Snf8                             Snf8
## Strap                           Strap
## Mrpl54                         Mrpl54
## Gm14207                       Gm14207
## Inppl1                         Inppl1
## Ccdc85c                       Ccdc85c
## Tm4sf20                       Tm4sf20
## Hk1                               Hk1
## Cxcl16                         Cxcl16
## Atad1                           Atad1
## Zfp264                         Zfp264
## Lysmd4                         Lysmd4
## Selenok-ps1               Selenok-ps1
## Gm45911                       Gm45911
## Naf1                             Naf1
## Oaz1                             Oaz1
## Asgr2                           Asgr2
## Iws1                             Iws1
## Myo3a                           Myo3a
## Nop58                           Nop58
## Mecom                           Mecom
## Cntnap2                       Cntnap2
## Hmgn1                           Hmgn1
## Gm45131                       Gm45131
## Pgam1                           Pgam1
## Fcho1                           Fcho1
## Bach1                           Bach1
## Tnfrsf21                     Tnfrsf21
## Zfp37                           Zfp37
## Rps6                             Rps6
## Cox6c                           Cox6c
## Scml4                           Scml4
## Wdr1                             Wdr1
## Gsdmd                           Gsdmd
## Tmem44                         Tmem44
## Pcdh1                           Pcdh1
## AW112010                     AW112010
## Rnasel                         Rnasel
## Pet100                         Pet100
## Stx7                             Stx7
## Gns                               Gns
## Gale                             Gale
## Gm37510                       Gm37510
## Cyp20a1                       Cyp20a1
## Mmp20                           Mmp20
## Cdh1                             Cdh1
## Wwox                             Wwox
## Gtf2a2                         Gtf2a2
## Plet1                           Plet1
## Pnp                               Pnp
## Zfp667                         Zfp667
## Fbxo21                         Fbxo21
## Gm17276                       Gm17276
## Spint2                         Spint2
## Rab1b                           Rab1b
## Dpp7                             Dpp7
## Serpina1c                   Serpina1c
## Tmem128                       Tmem128
## Mvp                               Mvp
## Pde3b                           Pde3b
## Ecm1                             Ecm1
## Psenen                         Psenen
## Gpd1                             Gpd1
## Skil                             Skil
## Eml5                             Eml5
## Ier5l                           Ier5l
## Klf5                             Klf5
## Rimkla                         Rimkla
## Prkcsh                         Prkcsh
## Top1                             Top1
## Mindy1                         Mindy1
## Gm45740                       Gm45740
## Ulk1                             Ulk1
## Pabpc1                         Pabpc1
## 9030622O22Rik           9030622O22Rik
## Apoe                             Apoe
## Tnnc1                           Tnnc1
## Ccdc124                       Ccdc124
## Ltk                               Ltk
## Mat2a                           Mat2a
## Cldn3                           Cldn3
## Amfr                             Amfr
## Dll4                             Dll4
## Ets2                             Ets2
## Lamtor1                       Lamtor1
## Scg5                             Scg5
## Hnrnpk                         Hnrnpk
## Cd151                           Cd151
## Gm17733                       Gm17733
## Ndufa2                         Ndufa2
## Cyp2c65                       Cyp2c65
## Trf                               Trf
## Gmfg                             Gmfg
## Tmem208                       Tmem208
## Baiap2                         Baiap2
## Snx17                           Snx17
## Ndfip1                         Ndfip1
## Smad3                           Smad3
## Ablim1                         Ablim1
## Tsg101                         Tsg101
## Itpka                           Itpka
## Gm20732                       Gm20732
## Abcg1                           Abcg1
## Serbp1                         Serbp1
## Pbrm1                           Pbrm1
## Rsad1                           Rsad1
## Ampd2                           Ampd2
## Crkl                             Crkl
## Gm35019                       Gm35019
## Msmo1                           Msmo1
## Gsn                               Gsn
## Cd55                             Cd55
## Srsf3                           Srsf3
## Lypla2                         Lypla2
## Eif3c                           Eif3c
## Gnai3                           Gnai3
## Tmem189                       Tmem189
## Ccdc47                         Ccdc47
## Mylip                           Mylip
## Pdgfd                           Pdgfd
## Cbx1                             Cbx1
## Zfp804a                       Zfp804a
## Grhl2                           Grhl2
## Pde8a                           Pde8a
## Hnrnpa1l2-ps             Hnrnpa1l2-ps
## Unc13b                         Unc13b
## Gm43294                       Gm43294
## Cfap20                         Cfap20
## Rps15                           Rps15
## Snw1                             Snw1
## Slc20a1                       Slc20a1
## Uba1                             Uba1
## Lsr                               Lsr
## R3hdm4                         R3hdm4
## Elmod3                         Elmod3
## Actn1                           Actn1
## Ncoa2                           Ncoa2
## Kcnh6                           Kcnh6
## Atp5h                           Atp5h
## H2az1                           H2az1
## Bex4                             Bex4
## Ormdl2                         Ormdl2
## H2aw                             H2aw
## Spred1                         Spred1
## Ralbp1                         Ralbp1
## Meis3                           Meis3
## Cpeb2                           Cpeb2
## Mrpl52                         Mrpl52
## Rpl4                             Rpl4
## H1f0                             H1f0
## Nt5dc2                         Nt5dc2
## Ak3                               Ak3
## Plscr4                         Plscr4
## Sqstm1                         Sqstm1
## Epn1                             Epn1
## Rab33b                         Rab33b
## Tmem50a                       Tmem50a
## Golim4                         Golim4
## Slc2a1                         Slc2a1
## Vil1                             Vil1
## Proser2                       Proser2
## Rps6ka1                       Rps6ka1
## 1810063I02Rik           1810063I02Rik
## Spidr                           Spidr
## Atp6v0d1                     Atp6v0d1
## Cul3                             Cul3
## Plpp6                           Plpp6
## Gm36560                       Gm36560
## Aldh1a1                       Aldh1a1
## A330093E20Rik           A330093E20Rik
## Lipo3                           Lipo3
## Mex3d                           Mex3d
## Arhgap26                     Arhgap26
## Eef1a1                         Eef1a1
## Sned1                           Sned1
## Nup50                           Nup50
## Lrp5                             Lrp5
## Idh2                             Idh2
## Ndufa11                       Ndufa11
## Ifi27                           Ifi27
## Tex35                           Tex35
## Fads6                           Fads6
## Irf6                             Irf6
## Fgd6                             Fgd6
## Alkbh8                         Alkbh8
## Atp5j2                         Atp5j2
## Ppp1r9b                       Ppp1r9b
## Ly6g6d                         Ly6g6d
## Btk                               Btk
## Cdipt                           Cdipt
## Pcnp                             Pcnp
## Snrpd2                         Snrpd2
## Nfatc3                         Nfatc3
## Twf2                             Twf2
## Chmp6                           Chmp6
## Gal3st2b                     Gal3st2b
## Spry4                           Spry4
## Krt80                           Krt80
## Rmdn2                           Rmdn2
## Eif4a1                         Eif4a1
## Dynll2                         Dynll2
## Tubg1                           Tubg1
## Foxn1                           Foxn1
## Tmem127                       Tmem127
## Crybb3                         Crybb3
## Vezt                             Vezt
## Fbxl7                           Fbxl7
## Id2                               Id2
## Spns2                           Spns2
## Baz2b                           Baz2b
## Ran                               Ran
## Atp5k                           Atp5k
## Dmxl1                           Dmxl1
## Skap2                           Skap2
## Xpo6                             Xpo6
## Btrc                             Btrc
## Nipa1                           Nipa1
## Fancf                           Fancf
## Il4ra                           Il4ra
## Gm45330                       Gm45330
## Cox7a2                         Cox7a2
## Bhlhe40                       Bhlhe40
## Eloc                             Eloc
## Bcap31                         Bcap31
## Gm43727                       Gm43727
## Tmem147                       Tmem147
## Kif5b                           Kif5b
## Gltpd2                         Gltpd2
## Mfsd8                           Mfsd8
## Bud31                           Bud31
## Glod4                           Glod4
## Grtp1                           Grtp1
## Eif4e                           Eif4e
## Cab39                           Cab39
## Stk32a                         Stk32a
## Sema5a                         Sema5a
## Mcf2l                           Mcf2l
## Tmem37                         Tmem37
## Gm11110                       Gm11110
## B4galnt3                     B4galnt3
## Wipf1                           Wipf1
## Nudc                             Nudc
## Ccdc92                         Ccdc92
## Cers2                           Cers2
## Prep                             Prep
## Nectin1                       Nectin1
## Tmprss9                       Tmprss9
## Prkar2a                       Prkar2a
## Ppp1r12b                     Ppp1r12b
## Mkrn2os                       Mkrn2os
## Tmco1                           Tmco1
## Sik1                             Sik1
## Uqcc2                           Uqcc2
## Tmcc3                           Tmcc3
## Map3k20                       Map3k20
## Plac8                           Plac8
## Polr2f                         Polr2f
## Cldn6                           Cldn6
## Atp6v1d                       Atp6v1d
## Glyr1                           Glyr1
## 4921507P07Rik           4921507P07Rik
## Eml4                             Eml4
## Raly                             Raly
## H4c8                             H4c8
## Gm15772                       Gm15772
## C2cd2                           C2cd2
## Sephs2                         Sephs2
## Lama4                           Lama4
## Kif1a                           Kif1a
## Ndufa13                       Ndufa13
## Prkaa1                         Prkaa1
## Fam32a                         Fam32a
## Ppip5k2                       Ppip5k2
## Sumf1                           Sumf1
## Pdhx                             Pdhx
## Cd59b                           Cd59b
## Srp72                           Srp72
## Psmb6                           Psmb6
## Fnbp1l                         Fnbp1l
## Mob1b                           Mob1b
## Ptges3                         Ptges3
## Chchd2                         Chchd2
## Ube2r2                         Ube2r2
## Tmem234                       Tmem234
## Wfdc3                           Wfdc3
## Myo6                             Myo6
## Gdi1                             Gdi1
## Fam91a1                       Fam91a1
## Tmem182                       Tmem182
## Cox6b1                         Cox6b1
## Abat                             Abat
## Gm8773                         Gm8773
## Zbtb7b                         Zbtb7b
## Pde4dip                       Pde4dip
## Dmap1                           Dmap1
## Capzb                           Capzb
## Ptbp1                           Ptbp1
## Ptov1                           Ptov1
## Midn                             Midn
## Spdef                           Spdef
## Mmadhc                         Mmadhc
## Smarcc1                       Smarcc1
## Atxn10                         Atxn10
## Prss30                         Prss30
## Kdm3a                           Kdm3a
## Etf1                             Etf1
## Smarce1                       Smarce1
## Phf2                             Phf2
## Tapt1                           Tapt1
## Zfp706                         Zfp706
## Psmb3                           Psmb3
## Chm                               Chm
## Nlrp9b                         Nlrp9b
## Il18rap                       Il18rap
## Gm26947                       Gm26947
## Itgal                           Itgal
## Rps25                           Rps25
## Ptprt                           Ptprt
## Ndufb1                         Ndufb1
## Ndufa7                         Ndufa7
## D630045J12Rik           D630045J12Rik
## Dipk2a                         Dipk2a
## Camk2d                         Camk2d
## Vapa                             Vapa
## Vps37a                         Vps37a
## Tmem253                       Tmem253
## Optn                             Optn
## Rfx3                             Rfx3
## Vps53                           Vps53
## Zc3h15                         Zc3h15
## Zdhhc7                         Zdhhc7
## Coa5                             Coa5
## Mbd1                             Mbd1
## Appl2                           Appl2
## Snn                               Snn
## Vldlr                           Vldlr
## Gm14964                       Gm14964
## Adcy9                           Adcy9
## Onecut2                       Onecut2
## Mcl1                             Mcl1
## Paip1                           Paip1
## A4galt                         A4galt
## Aurkc                           Aurkc
## Trim26                         Trim26
## Whamm                           Whamm
## Gm12992                       Gm12992
## Pllp                             Pllp
## Rpl41                           Rpl41
## Fgfr2                           Fgfr2
## Ccdc12                         Ccdc12
## Ilrun                           Ilrun
## Tinagl1                       Tinagl1
## Cacnb3                         Cacnb3
## Gm31615                       Gm31615
## Gm38197                       Gm38197
## Cdx2                             Cdx2
## Gosr2                           Gosr2
## Idh1                             Idh1
## Calm1                           Calm1
## Mif                               Mif
## Map1lc3b                     Map1lc3b
## Matr3                           Matr3
## Itpk1                           Itpk1
## Tead4                           Tead4
## Mettl26                       Mettl26
## Trip12                         Trip12
## Hcn4                             Hcn4
## Ddx1                             Ddx1
## Cryba2                         Cryba2
## Itpkb                           Itpkb
## Anapc13                       Anapc13
## Mgat3                           Mgat3
## Rpl21                           Rpl21
## Csnk1e                         Csnk1e
## Tle3                             Tle3
## Xrcc5                           Xrcc5
## Gm43113                       Gm43113
## Mtdh                             Mtdh
## H13                               H13
## Eif2b5                         Eif2b5
## Ssbp3                           Ssbp3
## Ndufa3                         Ndufa3
## Pomp                             Pomp
## Fis1                             Fis1
## Pcbp1                           Pcbp1
## Fam171a1                     Fam171a1
## Rex1bd                         Rex1bd
## Arhgap44                     Arhgap44
## Dock7                           Dock7
## Praf2                           Praf2
## Clptm1l                       Clptm1l
## Caprin1                       Caprin1
## BC004004                     BC004004
## Etfb                             Etfb
## Psmb5                           Psmb5
## Ugt1a9                         Ugt1a9
## Gm45871                       Gm45871
## Asxl2                           Asxl2
## Tob1                             Tob1
## Osbpl2                         Osbpl2
## Adrm1                           Adrm1
## Tbx3os1                       Tbx3os1
## Arpp19                         Arpp19
## Bzw1                             Bzw1
## Camkk2                         Camkk2
## Cib1                             Cib1
## Nr1h4                           Nr1h4
## Psmd2                           Psmd2
## Ubc                               Ubc
## Erlin2                         Erlin2
## Pop5                             Pop5
## Paics                           Paics
## Ralgapb                       Ralgapb
## Gtf2ird1                     Gtf2ird1
## Jak1                             Jak1
## Tom1l2                         Tom1l2
## Mrps21                         Mrps21
## Clcn4                           Clcn4
## Igsf23                         Igsf23
## St13                             St13
## Ube2z                           Ube2z
## Aak1                             Aak1
## Dpm3                             Dpm3
## Ambra1                         Ambra1
## Ndufa4                         Ndufa4
## Grpel1                         Grpel1
## Vapb                             Vapb
## Mbp                               Mbp
## Ly6a                             Ly6a
## Arl5b                           Arl5b
## Uqcrb                           Uqcrb
## Rcan2                           Rcan2
## Fxyd6                           Fxyd6
## Baiap2l2                     Baiap2l2
## Myo10                           Myo10
## Chtop                           Chtop
## Dusp10                         Dusp10
## Chad                             Chad
## Ppp2r5e                       Ppp2r5e
## Cops9                           Cops9
## Cdc42se1                     Cdc42se1
## Hibadh                         Hibadh
## Ensa                             Ensa
## Pacsin1                       Pacsin1
## Man1c1                         Man1c1
## Traf3                           Traf3
## 2210016L21Rik           2210016L21Rik
## Uqcrh                           Uqcrh
## Sf3b2                           Sf3b2
## Papola                         Papola
## Fam187b                       Fam187b
## Gtf3a                           Gtf3a
## Nup210                         Nup210
## Milr1                           Milr1
## Borcs7                         Borcs7
## Trabd2b                       Trabd2b
## Dusp19                         Dusp19
## Eif2s1                         Eif2s1
## Rpl9                             Rpl9
## Gm10432                       Gm10432
## Dusp1                           Dusp1
## Abracl                         Abracl
## Gm4889                         Gm4889
## Supt3                           Supt3
## Rab11fip4                   Rab11fip4
## Ttc38                           Ttc38
## Ankrd40                       Ankrd40
## Chmp2a                         Chmp2a
## Sowahb                         Sowahb
## Tbce                             Tbce
## Slc19a3                       Slc19a3
## Camk2b                         Camk2b
## Pcgf5                           Pcgf5
## Fuca1                           Fuca1
## Rps27                           Rps27
## Supt4a                         Supt4a
## Luzp1                           Luzp1
## Rom1                             Rom1
## Zmpste24                     Zmpste24
## Gm47163                       Gm47163
## Defb37                         Defb37
## Osgin1                         Osgin1
## Cdh26                           Cdh26
## Irf2bpl                       Irf2bpl
## Tmem120b                     Tmem120b
## Sipa1l2                       Sipa1l2
## Col18a1                       Col18a1
## Gm11729                       Gm11729
## Clic1                           Clic1
## Gm45201                       Gm45201
## Gm31522                       Gm31522
## Lias                             Lias
## Rpl37a                         Rpl37a
## Tor1b                           Tor1b
## Ndufb7                         Ndufb7
## Pklr                             Pklr
## Gm49417                       Gm49417
## Gpaa1                           Gpaa1
## Polr2k                         Polr2k
## U6.430                         U6.430
## Plcd3                           Plcd3
## Gmcl1                           Gmcl1
## Tmem30a                       Tmem30a
## Arpc3                           Arpc3
## Rangap1                       Rangap1
## Slc26a1                       Slc26a1
## Slc25a34                     Slc25a34
## Slc35a5                       Slc35a5
## Gabra1                         Gabra1
## Zfp91                           Zfp91
## Atp5mpl                       Atp5mpl
## Tmem160                       Tmem160
## Slmap                           Slmap
## Zbtb4                           Zbtb4
## B4galt5                       B4galt5
## Rtn4rl1                       Rtn4rl1
## Whrn                             Whrn
## Arfgef2                       Arfgef2
## Zeb1                             Zeb1
## Arpc1b                         Arpc1b
## Pdzrn4                         Pdzrn4
## Sde2                             Sde2
## Osbpl5                         Osbpl5
## Eif3j1                         Eif3j1
## Smagp                           Smagp
## Tmem33                         Tmem33
## Ahsa2                           Ahsa2
## Mrpl27                         Mrpl27
## Prpf8                           Prpf8
## Tmem86b                       Tmem86b
## Psmc1                           Psmc1
## Cttnbp2nl                   Cttnbp2nl
## Oard1                           Oard1
## Pip4p2                         Pip4p2
## Stk38l                         Stk38l
## H3c4                             H3c4
## Smurf2                         Smurf2
## Slc25a46                     Slc25a46
## Mrpl33                         Mrpl33
## Cyp2d37-ps                 Cyp2d37-ps
## Rbms3                           Rbms3
## Arid2                           Arid2
## Syp                               Syp
## Bmi1                             Bmi1
## Cpeb4                           Cpeb4
## Rad23a                         Rad23a
## Rab5a                           Rab5a
## Eif3k                           Eif3k
## Tax1bp3                       Tax1bp3
## Mydgf                           Mydgf
## Ap1s1                           Ap1s1
## Kctd12                         Kctd12
## Capns1                         Capns1
## Ube2l3                         Ube2l3
## Arf3                             Arf3
## Psmc3                           Psmc3
## Mapkapk2                     Mapkapk2
## Lamtor2                       Lamtor2
## Tmem30b                       Tmem30b
## Tmem51                         Tmem51
## Arl8a                           Arl8a
## Kif21a                         Kif21a
## Zfp157                         Zfp157
## Gm37138                       Gm37138
## Zbtb6                           Zbtb6
## Dscaml1                       Dscaml1
## Lman2                           Lman2
## Yipf1                           Yipf1
## Nbas                             Nbas
## Ubr1                             Ubr1
## Tma7                             Tma7
## Dhrs11                         Dhrs11
## Spin1                           Spin1
## Ercc6                           Ercc6
## Ddx6                             Ddx6
## Tmsb10                         Tmsb10
## Gm5485                         Gm5485
## Mro                               Mro
## Tcea1                           Tcea1
## Junb                             Junb
## Syt16                           Syt16
## Cox20                           Cox20
## Gm15417                       Gm15417
## Efhd2                           Efhd2
## Pqbp1                           Pqbp1
## Lamb3                           Lamb3
## Gm12171                       Gm12171
## Csnk1g3                       Csnk1g3
## Med23                           Med23
## Tmem198                       Tmem198
## Adh4                             Adh4
## Ssh2                             Ssh2
## Smim7                           Smim7
## Polr2g                         Polr2g
## H3f3a                           H3f3a
## Fdps                             Fdps
## Skp1                             Skp1
## D930028M14Rik           D930028M14Rik
## Gm44681                       Gm44681
## Lancl3                         Lancl3
## Trim36                         Trim36
## Arhgef3                       Arhgef3
## Prph                             Prph
## Fyttd1                         Fyttd1
## Psma7                           Psma7
## Zfp608                         Zfp608
## Tmem158                       Tmem158
## Slc38a2                       Slc38a2
## Brk1                             Brk1
## Rtl1                             Rtl1
## Retreg3                       Retreg3
## Unc5a                           Unc5a
## Chic1                           Chic1
## Pfdn6                           Pfdn6
## Mink1                           Mink1
## Slc25a44                     Slc25a44
## Rpl19                           Rpl19
## Kdelr2                         Kdelr2
## Virma                           Virma
## Rnf7                             Rnf7
## Ndufa6                         Ndufa6
## Gm10371                       Gm10371
## Psmb10                         Psmb10
## Ncmap                           Ncmap
## Arpc5l                         Arpc5l
## Arntl2                         Arntl2
## Degs2                           Degs2
## 2510039O18Rik           2510039O18Rik
## Tapbp                           Tapbp
## S100a14                       S100a14
## Glce                             Glce
## Kif1b                           Kif1b
## Habp4                           Habp4
## N4bp2l1                       N4bp2l1
## Rpl26                           Rpl26
## Stxbp2                         Stxbp2
## Ap1g1                           Ap1g1
## Vps28                           Vps28
## Cfap47                         Cfap47
## Smim15                         Smim15
## Fam104a                       Fam104a
## AI413582                     AI413582
## Fgd2                             Fgd2
## Psmc4                           Psmc4
## Timm29                         Timm29
## Gpatch1                       Gpatch1
## Nus1                             Nus1
## Ppic                             Ppic
## Spred2                         Spred2
## Strn4                           Strn4
## Glrx2                           Glrx2
## Scrn3                           Scrn3
## Chrnb2                         Chrnb2
## Tamalin                       Tamalin
## Ttc39a                         Ttc39a
## Mbd3                             Mbd3
## Gm37569                       Gm37569
## Yipf4                           Yipf4
## Adamts13                     Adamts13
## Idi1                             Idi1
## Cep290                         Cep290
## Mup-ps23                     Mup-ps23
## 3930402G23Rik           3930402G23Rik
## Lrrc75a                       Lrrc75a
## Chmp4b                         Chmp4b
## Ap2m1                           Ap2m1
## Mrps14                         Mrps14
## Csgalnact1                 Csgalnact1
## Mier3                           Mier3
## Sigirr                         Sigirr
## Tfe3                             Tfe3
## Eif4e3                         Eif4e3
## Rer1                             Rer1
## Gm49336                       Gm49336
## Gadd45b                       Gadd45b
## Arhgap42                     Arhgap42
## Gfus                             Gfus
## Park7                           Park7
## Dync1i2                       Dync1i2
## Khdrbs1                       Khdrbs1
## Laptm4b                       Laptm4b
## Cdc37                           Cdc37
## Tdg                               Tdg
## Bnip3l                         Bnip3l
## Zfp110                         Zfp110
## Tuba4a                         Tuba4a
## Rims2                           Rims2
## H4c9                             H4c9
## Defb40                         Defb40
## Ppfibp1                       Ppfibp1
## Emc4                             Emc4
## Tceal8                         Tceal8
## Tmed2                           Tmed2
## Lrp10                           Lrp10
## Psmc5                           Psmc5
## Pigt                             Pigt
## Pnp2                             Pnp2
## Ppp1r16a                     Ppp1r16a
## Slc16a3                       Slc16a3
## Gm43111                       Gm43111
## Shc4                             Shc4
## Gnb2                             Gnb2
## Atp8a2                         Atp8a2
## Wbp2                             Wbp2
## mt-Tc                           mt-Tc
## Trappc1                       Trappc1
## Trim28                         Trim28
## Ubald1                         Ubald1
## Zfp664                         Zfp664
## Mrpl21                         Mrpl21
## Jagn1                           Jagn1
## Txndc9                         Txndc9
## Pah                               Pah
## Znrf4                           Znrf4
## Cyp2u1                         Cyp2u1
## Eif2s3x                       Eif2s3x
## Fau                               Fau
## Cntln                           Cntln
## Ddhd2                           Ddhd2
## Pde6d                           Pde6d
## Lmo1                             Lmo1
## Fam120a                       Fam120a
## C2cd4c                         C2cd4c
## Cox7c                           Cox7c
## Mcmbp                           Mcmbp
## Sgta                             Sgta
## Kdm4c                           Kdm4c
## Rpl10                           Rpl10
## Srpk1                           Srpk1
## Gabbr1                         Gabbr1
## Pigq                             Pigq
## Umad1                           Umad1
## Hr                                 Hr
## Ppm1k                           Ppm1k
## Disp2                           Disp2
## Cacna1d                       Cacna1d
## Atp9a                           Atp9a
## Psen2                           Psen2
## Zfp710                         Zfp710
## Gm31333                       Gm31333
## Neurl3                         Neurl3
## Plrg1                           Plrg1
## Slit2                           Slit2
## Sec23ip                       Sec23ip
## Sorbs1                         Sorbs1
## Pex7                             Pex7
## Fmr1                             Fmr1
## Sema4a                         Sema4a
## Med13                           Med13
## Metap1                         Metap1
## Fam222b                       Fam222b
## Pak1                             Pak1
## Gm53009                       Gm53009
## Myrfl                           Myrfl
## Trim16                         Trim16
## Ndufb2                         Ndufb2
## Hdac2                           Hdac2
## Cacfd1                         Cacfd1
## Arpc5                           Arpc5
## Arhgef6                       Arhgef6
## Tekt4                           Tekt4
## Lsm1                             Lsm1
## Pithd1                         Pithd1
## Sstr5                           Sstr5
## Kdm2a                           Kdm2a
## Trpm5                           Trpm5
## Map3k15                       Map3k15
## Atp11a                         Atp11a
## Slc18b1                       Slc18b1
## Gimap1                         Gimap1
## Nrxn2                           Nrxn2
## Zfhx2                           Zfhx2
## Frmd4a                         Frmd4a
## Golga7                         Golga7
## Psmb7                           Psmb7
## Abcc4                           Abcc4
## Nol3                             Nol3
## Crot                             Crot
## Bola2                           Bola2
## Dars                             Dars
## Nedd8                           Nedd8
## Stum                             Stum
## Ube2d3                         Ube2d3
## 1700112J16Rik           1700112J16Rik
## Sp3                               Sp3
## Cdx1                             Cdx1
## Mipol1                         Mipol1
## Clmn                             Clmn
## Smarcad1                     Smarcad1
## Tbl3                             Tbl3
## Dusp4                           Dusp4
## Seh1l                           Seh1l
## Aars                             Aars
## Atg12                           Atg12
## Ralgds                         Ralgds
## Hyou1                           Hyou1
## Tm4sf4                         Tm4sf4
## Mrpl30                         Mrpl30
## Ahi1                             Ahi1
## Gm36172                       Gm36172
## Srebf2                         Srebf2
## Rap1b                           Rap1b
## Tshr                             Tshr
## Gm26684                       Gm26684
## Gmeb1                           Gmeb1
## Gpa33                           Gpa33
## Jpt1                             Jpt1
## Psmd13                         Psmd13
## Farp1                           Farp1
## Gstp1                           Gstp1
## Ppp1ca                         Ppp1ca
## Dapk2                           Dapk2
## Sp1                               Sp1
## Bag6                             Bag6
## Tshz1                           Tshz1
## Sdccag8                       Sdccag8
## Psmd4                           Psmd4
## Zfp503                         Zfp503
## Tubal3                         Tubal3
## Setbp1                         Setbp1
## Dynlrb1                       Dynlrb1
## Gm37672                       Gm37672
## Gm31718                       Gm31718
## Commd9                         Commd9
## Rnft2                           Rnft2
## Actr2                           Actr2
## Ikzf4                           Ikzf4
## Sdhc                             Sdhc
## Ddc                               Ddc
## Maco1                           Maco1
## Dhx15                           Dhx15
## Atf5                             Atf5
## Sec62                           Sec62
## Pdap1                           Pdap1
## Galnt4                         Galnt4
## Ndufb6                         Ndufb6
## Lrrc8b                         Lrrc8b
## Papss1                         Papss1
## Zfp281                         Zfp281
## Hccs                             Hccs
## Sar1a                           Sar1a
## Gadd45gip1                 Gadd45gip1
## mt-Tv                           mt-Tv
## Zfp131                         Zfp131
## H2ac6                           H2ac6
## Cuedc2                         Cuedc2
## Poldip3                       Poldip3
## 2310011J03Rik           2310011J03Rik
## Cacybp                         Cacybp
## Eif3g                           Eif3g
## Gm49335                       Gm49335
## Gabrd                           Gabrd
## Dohh                             Dohh
## Eif4ebp2                     Eif4ebp2
## Pros1                           Pros1
## Atf6b                           Atf6b
## Rbfox2                         Rbfox2
## Slc37a1                       Slc37a1
## Tmem219                       Tmem219
## Klhl2                           Klhl2
## Rnf146                         Rnf146
## Ankmy2                         Ankmy2
## Hsf2                             Hsf2
## 4930453N24Rik           4930453N24Rik
## 1190005I06Rik           1190005I06Rik
## Tm2d1                           Tm2d1
## Fam20a                         Fam20a
## Ccng2                           Ccng2
## Chordc1                       Chordc1
## Psat1                           Psat1
## Dbnl                             Dbnl
## Mpv17l2                       Mpv17l2
## Rhpn2                           Rhpn2
## Gba                               Gba
## Mrpl20                         Mrpl20
## Phf6                             Phf6
## Kctd20                         Kctd20
## 6430548M08Rik           6430548M08Rik
## Zfp810                         Zfp810
## Nhsl1                           Nhsl1
## Snrnp27                       Snrnp27
## Ctnnbip1                     Ctnnbip1
## Megf9                           Megf9
## Barx2                           Barx2
## Slc35e1                       Slc35e1
## Dynlt3                         Dynlt3
## Nrg3                             Nrg3
## Ppp4r3b                       Ppp4r3b
## Gm37443                       Gm37443
## Selenof                       Selenof
## Hdlbp                           Hdlbp
## Acta1                           Acta1
## Cerkl                           Cerkl
## Tmem130                       Tmem130
## Ciao2a                         Ciao2a
## Ndufa1                         Ndufa1
## Wnt9b                           Wnt9b
## Dnajb11                       Dnajb11
## Gm12320                       Gm12320
## Krtcap2                       Krtcap2
## Wdr7                             Wdr7
## Ppp3r1                         Ppp3r1
## Cry2                             Cry2
## Gm10134                       Gm10134
## Cxxc1                           Cxxc1
## Gm4356                         Gm4356
## Borcs5                         Borcs5
## Slc6a12                       Slc6a12
## Unk                               Unk
## Polr2m                         Polr2m
## Nat8f5                         Nat8f5
## Ddrgk1                         Ddrgk1
## Ergic1                         Ergic1
## Arhgap5                       Arhgap5
## Gm21798                       Gm21798
## Atp6v0e2                     Atp6v0e2
## Slc3a1                         Slc3a1
## Serpinb3c                   Serpinb3c
## Pdcd5                           Pdcd5
## Csnk2a1                       Csnk2a1
## Dkk3                             Dkk3
## Penk                             Penk
## Akirin1                       Akirin1
## Atrnl1                         Atrnl1
## Plscr1                         Plscr1
## Gadd45g                       Gadd45g
## Srp68                           Srp68
## Gm32540                       Gm32540
## Ccni                             Ccni
## Prrc2b                         Prrc2b
## Mrpl58                         Mrpl58
## Smim10l1                     Smim10l1
## Gm38177                       Gm38177
## Gm18857                       Gm18857
## Tle6                             Tle6
## Otud3                           Otud3
## Dagla                           Dagla
## Zfp236                         Zfp236
## Hspa9                           Hspa9
## Prorp                           Prorp
## Ppp2r2d                       Ppp2r2d
## Abcf1                           Abcf1
## Purb                             Purb
## Ube2e3                         Ube2e3
## Kcnv2                           Kcnv2
## Sh2d5                           Sh2d5
## Nlgn2                           Nlgn2
## Cyb5r3                         Cyb5r3
## Psen1                           Psen1
## Rras                             Rras
## Ralgapa2                     Ralgapa2
## Fkbp8                           Fkbp8
## Bbx                               Bbx
## Vti1b                           Vti1b
## Mrgpre                         Mrgpre
## Rras2                           Rras2
## Rasd1                           Rasd1
## Arhgdia                       Arhgdia
## Nectin3                       Nectin3
## Azi2                             Azi2
## Tbcb                             Tbcb
## Gm38042                       Gm38042
## Pak3                             Pak3
## Hsp90b1                       Hsp90b1
## Farsb                           Farsb
## St7l                             St7l
## Tvp23b                         Tvp23b
## Gm12298                       Gm12298
## Psmd3                           Psmd3
## Heatr3                         Heatr3
## Rhbdd2                         Rhbdd2
## Smyd3                           Smyd3
## Sucla2                         Sucla2
## Rere                             Rere
## Ctdnep1                       Ctdnep1
## Hs6st1                         Hs6st1
## Pou2f2                         Pou2f2
## Ndufs8                         Ndufs8
## Tmed7                           Tmed7
## Ppp3cb                         Ppp3cb
## Gm9917                         Gm9917
## Actg1                           Actg1
## Babam1                         Babam1
## Slc36a1                       Slc36a1
## 2900026A02Rik           2900026A02Rik
## Bcas3os1                     Bcas3os1
## Ammecr1l                     Ammecr1l
## Nr3c1                           Nr3c1
## Gm43623                       Gm43623
## Hnrnpdl                       Hnrnpdl
## Med22                           Med22
## Gstp-ps                       Gstp-ps
## Myadm                           Myadm
## Arfgap2                       Arfgap2
## Mettl7b                       Mettl7b
## Plekhg3                       Plekhg3
## 2010003K11Rik           2010003K11Rik
## Gm50105                       Gm50105
## Slc66a1                       Slc66a1
## Cuedc1                         Cuedc1
## Hsf4                             Hsf4
## Rnf138                         Rnf138
## Arhgap1                       Arhgap1
## Plaa                             Plaa
## Ass1                             Ass1
## Elf3                             Elf3
## Cbfa2t2                       Cbfa2t2
## Tmprss7                       Tmprss7
## Ndufs4                         Ndufs4
## Atp8b4                         Atp8b4
## Psmd8                           Psmd8
## Metap2                         Metap2
## Smndc1                         Smndc1
## Tmem123                       Tmem123
## Ndufs5                         Ndufs5
## Srsf9                           Srsf9
## Gm37490                       Gm37490
## Rpl13a                         Rpl13a
## Pak4                             Pak4
## Bpnt2                           Bpnt2
## Psmg4                           Psmg4
## Zranb1                         Zranb1
## Gm379                           Gm379
## Slc26a2                       Slc26a2
## Dnajc5                         Dnajc5
## Slc43a1                       Slc43a1
## Gm49266                       Gm49266
## Gm16556                       Gm16556
## Drap1                           Drap1
## Dnajb14                       Dnajb14
## Rab4a                           Rab4a
## B930086L07Rik           B930086L07Rik
## Prkag1                         Prkag1
## Il1rap                         Il1rap
## Rbm20                           Rbm20
## Snapc5                         Snapc5
## Eif3a                           Eif3a
## Scoc                             Scoc
## Coprs                           Coprs
## Slc12a9                       Slc12a9
## Gm36584                       Gm36584
## Slirp                           Slirp
## Il27                             Il27
## Vamp8                           Vamp8
## Sez6l2                         Sez6l2
## Tpm3                             Tpm3
## A130014A01Rik           A130014A01Rik
## Rpf1                             Rpf1
## Gm44421                       Gm44421
## Gdpd5                           Gdpd5
## Tox                               Tox
## Hcfc1                           Hcfc1
## Usp6nl                         Usp6nl
## Gm50069                       Gm50069
## St3gal6                       St3gal6
## Arl8b                           Arl8b
## Ddx24                           Ddx24
## Aamp                             Aamp
## Nabp2                           Nabp2
## Akr7a5                         Akr7a5
## Camkmt                         Camkmt
## Mmp14                           Mmp14
## Tia1                             Tia1
## A930004J17Rik           A930004J17Rik
## Emc1                             Emc1
## Atp6v1c1                     Atp6v1c1
## Ces1c                           Ces1c
## Ppm1f                           Ppm1f
## Spg7                             Spg7
## Polr2i                         Polr2i
## Zim1                             Zim1
## Rspo4                           Rspo4
## Septin11                     Septin11
## Wsb2                             Wsb2
## Zdhhc20                       Zdhhc20
## Jade3                           Jade3
## Etv5                             Etv5
## Derl2                           Derl2
## Ets1                             Ets1
## Rnf10                           Rnf10
## Arhgef15                     Arhgef15
## Timm8b                         Timm8b
## Elapor1                       Elapor1
## Crybg1                         Crybg1
## Lin52                           Lin52
## Ptdss1                         Ptdss1
## Rab18                           Rab18
## Smarcd2                       Smarcd2
## Pgpep1                         Pgpep1
## Snord13                       Snord13
## Mast4                           Mast4
## Anp32b                         Anp32b
## Pin4                             Pin4
## Sntb2                           Sntb2
## Pmm2                             Pmm2
## Rtn2                             Rtn2
## Kpnb1                           Kpnb1
## Zfp292                         Zfp292
## Anxa11                         Anxa11
## Mtpn                             Mtpn
## Cnep1r1                       Cnep1r1
## Unc45a                         Unc45a
## Prmt2                           Prmt2
## Pdcl3                           Pdcl3
## Crebbp                         Crebbp
## Gtf2h1                         Gtf2h1
## Med29                           Med29
## Washc5                         Washc5
## Mzt1                             Mzt1
## Nlrc4                           Nlrc4
## Maob                             Maob
## Pin1                             Pin1
## Aup1                             Aup1
## Gm1043                         Gm1043
## Slc29a1                       Slc29a1
## Pdia6                           Pdia6
## Selenot                       Selenot
## Rab3gap2                     Rab3gap2
## Galk2                           Galk2
## Map1a                           Map1a
## U2af1                           U2af1
## Nkx2-2                         Nkx2-2
## Prpf19                         Prpf19
## Ndufb11                       Ndufb11
## Ntsr2                           Ntsr2
## Sp110                           Sp110
## Hsd17b12                     Hsd17b12
## Med9                             Med9
## Alg6                             Alg6
## Irf2bp2                       Irf2bp2
## Dmac1                           Dmac1
## Sec11a                         Sec11a
## Gm31805                       Gm31805
## Lcor                             Lcor
## Hip1r                           Hip1r
## Mfsd4b5                       Mfsd4b5
## 9330198N18Rik           9330198N18Rik
## Tcp1                             Tcp1
## Sec61g                         Sec61g
## Epb41l1                       Epb41l1
## Rps27l                         Rps27l
## Stip1                           Stip1
## Gm28884                       Gm28884
## Fbxl15                         Fbxl15
## Hsbp1                           Hsbp1
## Rpl28-ps4                   Rpl28-ps4
## Grb2                             Grb2
## Lrrc8a                         Lrrc8a
## Zfand2a                       Zfand2a
## Ano10                           Ano10
## Ptprk                           Ptprk
## Gm48684                       Gm48684
## Yme1l1                         Yme1l1
## Aopep                           Aopep
## Emc3                             Emc3
## Norad                           Norad
## Gm14488                       Gm14488
## Ssb                               Ssb
## Vps37b                         Vps37b
## Mtch2                           Mtch2
## Cox6a1                         Cox6a1
## Sbno1                           Sbno1
## Gpbp1                           Gpbp1
## Ro60                             Ro60
## Isx                               Isx
## Chid1                           Chid1
## Rala                             Rala
## Syap1                           Syap1
## Sms                               Sms
## Arid1a                         Arid1a
## Gp6                               Gp6
## Cdc123                         Cdc123
## Ykt6                             Ykt6
## Ube2o                           Ube2o
## Cadps2                         Cadps2
## Nenf                             Nenf
## Cox17                           Cox17
## Cct8                             Cct8
## Inafm1                         Inafm1
## Slf2                             Slf2
## Src                               Src
## Gm8089                         Gm8089
## Prkd1                           Prkd1
## Cnot6                           Cnot6
## Commd6                         Commd6
## Galk1                           Galk1
## Sp3os                           Sp3os
## Snap47                         Snap47
## Hc                                 Hc
## Gbp8                             Gbp8
## Ufc1                             Ufc1
## Arfgef3                       Arfgef3
## Rragc                           Rragc
## 3222401L13Rik           3222401L13Rik
## Atp6v1h                       Atp6v1h
## Vezf1                           Vezf1
## Abhd17c                       Abhd17c
## Zmynd8                         Zmynd8
## Spindoc                       Spindoc
## Fkbp1a                         Fkbp1a
## Cnga3                           Cnga3
## Klkb1                           Klkb1
## Mtmr2                           Mtmr2
## Gm14044                       Gm14044
## Gripap1                       Gripap1
## Golph3                         Golph3
## Hnrnpa2b1                   Hnrnpa2b1
## Nt5c                             Nt5c
## Ctsb                             Ctsb
## Lmbrd2                         Lmbrd2
## Arhgap24                     Arhgap24
## Klc1                             Klc1
## Aip                               Aip
## Ccnd3                           Ccnd3
## Cuta                             Cuta
## Adh5                             Adh5
## Rab11a                         Rab11a
## Clmp                             Clmp
## Ppm1g                           Ppm1g
## Taldo1                         Taldo1
## Gramd2                         Gramd2
## Zmat2                           Zmat2
## Psme2                           Psme2
## 4930471M09Rik           4930471M09Rik
## Bcl7c                           Bcl7c
## Cd160                           Cd160
## Tmed9                           Tmed9
## Ak2                               Ak2
## Necap1                         Necap1
## Kmt5a                           Kmt5a
## Kdm5b                           Kdm5b
## Dennd5b                       Dennd5b
## Mgrn1                           Mgrn1
## Cops2                           Cops2
## Irf8                             Irf8
## Syngr3                         Syngr3
## Rdx                               Rdx
## Rad23b                         Rad23b
## Rab5c                           Rab5c
## Gldc                             Gldc
## A430010J10Rik           A430010J10Rik
## Agap1                           Agap1
## Rangrf                         Rangrf
## Ckap4                           Ckap4
## Kcnk1                           Kcnk1
## Ndrg2                           Ndrg2
## Gnb5                             Gnb5
## Mapk13                         Mapk13
## Gne                               Gne
## Nedd4                           Nedd4
## Syt11                           Syt11
## Cript                           Cript
## Bcl7b                           Bcl7b
## Efcab15                       Efcab15
## Gm42705                       Gm42705
## Sgsm2                           Sgsm2
## Sdf4                             Sdf4
## Tmem184a                     Tmem184a
## Pef1                             Pef1
## Ddx5                             Ddx5
## Ndst1                           Ndst1
## Med16                           Med16
## Zmat3                           Zmat3
## Ipo7                             Ipo7
## Emc8                             Emc8
## Eif3h                           Eif3h
## Nmb                               Nmb
## Nipsnap1                     Nipsnap1
## Cdcp1                           Cdcp1
## Fam83f                         Fam83f
## Cnot7                           Cnot7
## Olfr165                       Olfr165
## Plekha5                       Plekha5
## C2cd2l                         C2cd2l
## B830017H08Rik           B830017H08Rik
## Brd2                             Brd2
## G3bp2                           G3bp2
## Ndufs7                         Ndufs7
## Lyar                             Lyar
## Gm7072                         Gm7072
## Vps26c                         Vps26c
## Itpr2                           Itpr2
## Ppp2r2a                       Ppp2r2a
## Mrpl11                         Mrpl11
## Fbxo33                         Fbxo33
## Chpf                             Chpf
## Ogfr                             Ogfr
## Trpv2                           Trpv2
## Snx10                           Snx10
## Zfp827                         Zfp827
## Thap7                           Thap7
## Serp1                           Serp1
## Hspa4l                         Hspa4l
## Gm43413                       Gm43413
## Spast                           Spast
## Tmem200a                     Tmem200a
## Bicra                           Bicra
## Kcnk12                         Kcnk12
## Ndufaf8                       Ndufaf8
## Erp29                           Erp29
## Fam174a                       Fam174a
## Mical2                         Mical2
## Iqgap1                         Iqgap1
## Ppp3ca                         Ppp3ca
## Setd1b                         Setd1b
## Gprc5a                         Gprc5a
## Cybc1                           Cybc1
## Rbis                             Rbis
## Plet1os                       Plet1os
## Ciao2b                         Ciao2b
## Gnaz                             Gnaz
## Rin2                             Rin2
## A430033K04Rik           A430033K04Rik
## Ptpn2                           Ptpn2
## Saal1                           Saal1
## Myo18b                         Myo18b
## Ncor1                           Ncor1
## Ucp2                             Ucp2
## Rsrc2                           Rsrc2
## Smim6                           Smim6
## Utp15                           Utp15
## Decr1                           Decr1
## Arl5a                           Arl5a
## Lrig3                           Lrig3
## 4933413C19Rik           4933413C19Rik
## Gm42984                       Gm42984
## Mrps12                         Mrps12
## Mllt11                         Mllt11
## Acaa1a                         Acaa1a
## Ccdc160                       Ccdc160
## 9430021M05Rik           9430021M05Rik
## Cln3                             Cln3
## Gm5617                         Gm5617
## Strip1                         Strip1
## Ndufb8                         Ndufb8
## Ssr4                             Ssr4
## Mindy2                         Mindy2
## Gskip                           Gskip
## Kdm6b                           Kdm6b
## Maz                               Maz
## Olfr671                       Olfr671
## Cdc34                           Cdc34
## Trappc3                       Trappc3
## Msantd4                       Msantd4
## Dpy19l4                       Dpy19l4
## Unc50                           Unc50
## Frg2f1                         Frg2f1
## Cdkn1a                         Cdkn1a
## B3gat3                         B3gat3
## Vps29                           Vps29
## Angel2                         Angel2
## Ncstn                           Ncstn
## Ciapin1                       Ciapin1
## 2210408I21Rik           2210408I21Rik
## Hgs                               Hgs
## 4930512H18Rik           4930512H18Rik
## Exosc10                       Exosc10
## Cadm4                           Cadm4
## Cct2                             Cct2
## Lrp11                           Lrp11
## Phc2                             Phc2
## Trappc4                       Trappc4
## Smad6                           Smad6
## Baz1b                           Baz1b
## Gcnt4                           Gcnt4
## Tmx1                             Tmx1
## Atxn7l3b                     Atxn7l3b
## Yipf3                           Yipf3
## Sf3a1                           Sf3a1
## Lrrc10b                       Lrrc10b
## Crybg2                         Crybg2
## Ramac                           Ramac
## Stn1                             Stn1
## Sc5d                             Sc5d
## Kpna2                           Kpna2
## Jund                             Jund
## Cyth2                           Cyth2
## Fev                               Fev
## Cfap126                       Cfap126
## Ift172                         Ift172
## Tpi1                             Tpi1
## Tspan15                       Tspan15
## Ncbp1                           Ncbp1
## Zwint                           Zwint
## Trappc6a                     Trappc6a
## Rabep1                         Rabep1
## Trib1                           Trib1
## Trim10                         Trim10
## Cops4                           Cops4
## Ssr2                             Ssr2
## Manbal                         Manbal
## Dcaf11                         Dcaf11
## Gm43490                       Gm43490
## 1700093K21Rik           1700093K21Rik
## Tlcd3a                         Tlcd3a
## Sfpq                             Sfpq
## Ubxn6                           Ubxn6
## Hcar1                           Hcar1
## Higd2a                         Higd2a
## Pa2g4                           Pa2g4
## Kif1c                           Kif1c
## Slc35d2                       Slc35d2
## Ptprh                           Ptprh
## C430042M11Rik           C430042M11Rik
## Eef1d                           Eef1d
## Gm18600                       Gm18600
## Ltn1                             Ltn1
## Ccdc122                       Ccdc122
## Ubl3                             Ubl3
## Gtf2a1                         Gtf2a1
## Psme1                           Psme1
## Mrpl36                         Mrpl36
## Rnf214                         Rnf214
## Snx15                           Snx15
## Emsy                             Emsy
## 4632427E13Rik           4632427E13Rik
## Mrpl14                         Mrpl14
## Sox5os4                       Sox5os4
## Uhmk1                           Uhmk1
## Elovl5                         Elovl5
## Dync1li1                     Dync1li1
## Stra6l                         Stra6l
## Osgep                           Osgep
## D8Ertd738e                 D8Ertd738e
## H2bc18                         H2bc18
## Cd63-ps                       Cd63-ps
## Lamtor3                       Lamtor3
## Gm10484                       Gm10484
## Stard13                       Stard13
## Klhl9                           Klhl9
## Alg3                             Alg3
## Ovol1                           Ovol1
## Sort1                           Sort1
## Arhgap33                     Arhgap33
## Grina                           Grina
## Nostrin                       Nostrin
## Ostm1                           Ostm1
## Zfp59                           Zfp59
## Trim8                           Trim8
## Slc1a5                         Slc1a5
## Tada2b                         Tada2b
## Cyb561                         Cyb561
## Hacd2                           Hacd2
## Bub3                             Bub3
## Gtf2e2                         Gtf2e2
## Krt88                           Krt88
## Psma2                           Psma2
## C030038I04Rik           C030038I04Rik
## Atat1                           Atat1
## Ccnt1                           Ccnt1
## Alkbh5                         Alkbh5
## Ube2v2                         Ube2v2
## Retreg2                       Retreg2
## Dynlt1f                       Dynlt1f
## Psma6                           Psma6
## Eif3f                           Eif3f
## Appbp2                         Appbp2
## 1500011B03Rik           1500011B03Rik
## Scamp3                         Scamp3
## Exosc4                         Exosc4
## Utp18                           Utp18
## Calml4                         Calml4
## Slc19a1                       Slc19a1
## Hs3st3a1                     Hs3st3a1
## Fat1                             Fat1
## Ppfia4                         Ppfia4
## Il10rb                         Il10rb
## Gm33626                       Gm33626
## Ptpn12                         Ptpn12
## Ergic3                         Ergic3
## Mthfsl                         Mthfsl
## Fam20b                         Fam20b
## Liph                             Liph
## Pggt1b                         Pggt1b
## Hnrnpul1                     Hnrnpul1
## Pja2                             Pja2
## Cnpy2                           Cnpy2
## Vasp                             Vasp
## Usp16                           Usp16
## Akt1                             Akt1
## Obsl1                           Obsl1
## Arhgap26.1                 Arhgap26.1
## Rbm8a                           Rbm8a
## Micos13                       Micos13
## Eif3b                           Eif3b
## Gm33524                       Gm33524
## Mea1                             Mea1
## C130051F05Rik           C130051F05Rik
## Gm609                           Gm609
## Dusp3                           Dusp3
## Foxj3                           Foxj3
## Ggps1                           Ggps1
## Rell1                           Rell1
## Gm34933                       Gm34933
## Ube2n                           Ube2n
## Chst11                         Chst11
## Pld1                             Pld1
## Pwwp2a                         Pwwp2a
## Gzf1                             Gzf1
## Gm32511                       Gm32511
## Dnttip2                       Dnttip2
## Usf2                             Usf2
## Zbtb10                         Zbtb10
## Banf1                           Banf1
## Crbn                             Crbn
## Hey1                             Hey1
## Pptc7                           Pptc7
## Wbp1                             Wbp1
## Hnrnpu                         Hnrnpu
## Rbbp4                           Rbbp4
## Ccndbp1                       Ccndbp1
## Srp14                           Srp14
## Cdip1                           Cdip1
## Lgals3bp                     Lgals3bp
## Ndufb10                       Ndufb10
## Impa1                           Impa1
## Sel1l                           Sel1l
## Ddx42                           Ddx42
## Grsf1                           Grsf1
## Armt1                           Armt1
## Gtf3c6                         Gtf3c6
## Umps                             Umps
## Gps1                             Gps1
## Otud7a                         Otud7a
## Rnpep                           Rnpep
## Nsmce1                         Nsmce1
## Snap29                         Snap29
## Pdzd8                           Pdzd8
## Arhgef40                     Arhgef40
## Mthfd1l                       Mthfd1l
## Cpsf2                           Cpsf2
## Zdhhc3                         Zdhhc3
## Napa                             Napa
## Gm12339                       Gm12339
## Samd10                         Samd10
## Ifnar1                         Ifnar1
## Rdh14                           Rdh14
## Tbcd                             Tbcd
## Hras                             Hras
## Gm10030                       Gm10030
## Usp22                           Usp22
## Chchd1                         Chchd1
## Lipc                             Lipc
## Usp29                           Usp29
## Epb41l5                       Epb41l5
## Rpn2                             Rpn2
## Mdm1                             Mdm1
## Naa50                           Naa50
## D830039M14Rik           D830039M14Rik
## Cyp2c68                       Cyp2c68
## Aptx                             Aptx
## Dennd6a                       Dennd6a
## Ttc36                           Ttc36
## 9630028I04Rik           9630028I04Rik
## Tmem80                         Tmem80
## Syf2                             Syf2
## Copb2                           Copb2
## Rnh1                             Rnh1
## Med1                             Med1
## Kdm4b                           Kdm4b
## Dcxr                             Dcxr
## Copb1                           Copb1
## Dbil5                           Dbil5
## Lsm4                             Lsm4
## Mindy3                         Mindy3
## Plod1                           Plod1
## Pnrc2                           Pnrc2
## Tnnt1                           Tnnt1
## Gfod1                           Gfod1
## Csk                               Csk
## Taf3                             Taf3
## Atg7                             Atg7
## Nxph3                           Nxph3
## Polr1d                         Polr1d
## Gm42477                       Gm42477
## Scg3                             Scg3
## Spint1                         Spint1
## Rcor2                           Rcor2
## Tsc2                             Tsc2
## Timm17b                       Timm17b
## Zmat5                           Zmat5
## Clpp                             Clpp
## Csnk1a1                       Csnk1a1
## Slc22a17                     Slc22a17
## Pip4k2c                       Pip4k2c
## Pnkp                             Pnkp
## Vps51                           Vps51
## Pafah1b3                     Pafah1b3
## Plekhb1                       Plekhb1
## Zfp407                         Zfp407
## Stx12                           Stx12
## Wdr45b                         Wdr45b
## Ash2l                           Ash2l
## Tk2                               Tk2
## Atp10a                         Atp10a
## Tpp2                             Tpp2
## Tug1                             Tug1
## Haus2                           Haus2
## Jade1                           Jade1
## ENSMUSG00000079808 ENSMUSG00000079808
## Hexim1                         Hexim1
## Kcnj5                           Kcnj5
## Copg1                           Copg1
## Ece2                             Ece2
## Apbb1                           Apbb1
## Supt16                         Supt16
## Yipf6                           Yipf6
## Sipa1l3                       Sipa1l3
## Sgpl1                           Sgpl1
## Akt1s1                         Akt1s1
## Pgm1                             Pgm1
## Gm11964                       Gm11964
## Hnrnph1                       Hnrnph1
## Zfp62                           Zfp62
## Psmb1                           Psmb1
## Slc35f5                       Slc35f5
## Gdf15                           Gdf15
## Rabif                           Rabif
## Srp9                             Srp9
## Gm19217                       Gm19217
## B4galnt2                     B4galnt2
## Faf2                             Faf2
## Traf4                           Traf4
## Hspa4                           Hspa4
## 9030204H09Rik           9030204H09Rik
## 1110004F10Rik           1110004F10Rik
## Itga6                           Itga6
## Atp6ap2                       Atp6ap2
## Chd8                             Chd8
## Dph3                             Dph3
## Arhgef28                     Arhgef28
## Zcchc10                       Zcchc10
## Shisa4                         Shisa4
## Atp13a1                       Atp13a1
## Dda1                             Dda1
## Mad2l2                         Mad2l2
## Rnd3                             Rnd3
## Plekhm1                       Plekhm1
## 1700071M16Rik           1700071M16Rik
## Ywhag                           Ywhag
## Tbc1d13                       Tbc1d13
## Gm16559                       Gm16559
## Ddah2                           Ddah2
## Spring1                       Spring1
## Npr1                             Npr1
## Serpinb1c                   Serpinb1c
## Drosha                         Drosha
## Mfsd11                         Mfsd11
## Rnf103                         Rnf103
## Vbp1                             Vbp1
## Wnk1                             Wnk1
## D030045P18Rik           D030045P18Rik
## Spata20                       Spata20
## Airn                             Airn
## Polr2e                         Polr2e
## Gm15716                       Gm15716
## Wdr37                           Wdr37
## Vav2                             Vav2
## U2af2                           U2af2
## Dnajb2                         Dnajb2
## Smim13                         Smim13
## Ptpn11                         Ptpn11
## Trappc6b                     Trappc6b
## Llph                             Llph
## Aim2                             Aim2
## Klhl32                         Klhl32
## Klf4                             Klf4
## Uap1l1                         Uap1l1
## Itpa                             Itpa
## Fam98c                         Fam98c
## Ik                                 Ik
## 5730419F03Rik           5730419F03Rik
## Cdkal1                         Cdkal1
## Ryk                               Ryk
## Sp4                               Sp4
## Gm49785                       Gm49785
## Cwc15                           Cwc15
## Plekhm3                       Plekhm3
## Lcat                             Lcat
## Iglc2                           Iglc2
## Tspan4                         Tspan4
## Cse1l                           Cse1l
## Dok4                             Dok4
## Hnrnpf                         Hnrnpf
## Lrfn3                           Lrfn3
## Cbln1                           Cbln1
## Egr1                             Egr1
## Mal2                             Mal2
## Harbi1                         Harbi1
## Mbd5                             Mbd5
## Zmym2                           Zmym2
## Dnajb1                         Dnajb1
## Zfp319                         Zfp319
## Txndc5                         Txndc5
## Tubb4a                         Tubb4a
## Npc2                             Npc2
## Nfkb2                           Nfkb2
## Gm19445                       Gm19445
## Cyp2d38-ps                 Cyp2d38-ps
## Dpp3                             Dpp3
## Cpeb3                           Cpeb3
## Ccdc97                         Ccdc97
## Frmd8os                       Frmd8os
## Ppp4c                           Ppp4c
## Thoc7                           Thoc7
## Rtf1                             Rtf1
## Gm42551                       Gm42551
## Slc22a4                       Slc22a4
## Ttc33                           Ttc33
## Gstm5                           Gstm5
## Jakmip1                       Jakmip1
## E130309D02Rik           E130309D02Rik
## Gm44982                       Gm44982
## Carhsp1                       Carhsp1
## Btbd9                           Btbd9
## Ppp2r5b                       Ppp2r5b
## Mapk1                           Mapk1
## Gem                               Gem
## Bcl9l                           Bcl9l
## Pomgnt1                       Pomgnt1
## Dnajc3                         Dnajc3
## Cnot1                           Cnot1
## Slit3                           Slit3
## 2610008E11Rik           2610008E11Rik
## Clec14a                       Clec14a
## Emc7                             Emc7
## Arhgap12                     Arhgap12
## H2bu2                           H2bu2
## Srgap1                         Srgap1
## Gnl3l                           Gnl3l
## Lrrc2                           Lrrc2
## Dock6                           Dock6
## Rc3h2                           Rc3h2
## Tjp2                             Tjp2
## Rrp1                             Rrp1
## Ctsz                             Ctsz
## Ddb1                             Ddb1
## Pebp4                           Pebp4
## Cutal                           Cutal
## Fbxw5                           Fbxw5
## Gm43776                       Gm43776
## Snapc1                         Snapc1
## Ccar2                           Ccar2
## Spcs2                           Spcs2
## Ntmt1                           Ntmt1
## Pomc                             Pomc
## Baz1a                           Baz1a
## Arf1                             Arf1
## Trim32                         Trim32
## Slc35g2                       Slc35g2
## Gcn1                             Gcn1
## Sar1b                           Sar1b
## Gm4708                         Gm4708
## Akr1a1                         Akr1a1
## Gm30524                       Gm30524
## Hsdl1                           Hsdl1
## Ubtf                             Ubtf
## Abca7                           Abca7
## Exoc5                           Exoc5
## Ubald2                         Ubald2
## Mir703                         Mir703
## Fam117a                       Fam117a
## Cdc42ep4                     Cdc42ep4
## Atg101                         Atg101
## Opa3                             Opa3
## Gm16286                       Gm16286
## Lamp2                           Lamp2
## Gm4065                         Gm4065
## Ubxn8                           Ubxn8
## Cyth1                           Cyth1
## Kras                             Kras
## Plscr3                         Plscr3
## Tmc6                             Tmc6
## Sox5os2                       Sox5os2
## Plekha3                       Plekha3
## Cdk18                           Cdk18
## Zswim8                         Zswim8
## Rassf3                         Rassf3
## Arfrp1                         Arfrp1
## Eif4g3                         Eif4g3
## Zfat                             Zfat
## Aurkaip1                     Aurkaip1
## Mvb12a                         Mvb12a
## Vps72                           Vps72
## Ctsd                             Ctsd
## Pigk                             Pigk
## Gm13203                       Gm13203
## Sh3glb1                       Sh3glb1
## Pik3ap1                       Pik3ap1
## Lypla1                         Lypla1
## Catsperd                     Catsperd
## Trim62                         Trim62
## Klf9                             Klf9
## Cenpc1                         Cenpc1
## Bmp2k                           Bmp2k
## Hspa5                           Hspa5
## Adora3                         Adora3
## S100a3                         S100a3
## Dtd1                             Dtd1
## Ric3                             Ric3
## Fads3                           Fads3
## Parg                             Parg
## Tmem192                       Tmem192
## Ankrd52                       Ankrd52
## H3c15                           H3c15
## Pafah1b2                     Pafah1b2
## Cttn                             Cttn
## Cnot2                           Cnot2
## Tbcc                             Tbcc
## Copz1                           Copz1
## Ints1                           Ints1
## Mpnd                             Mpnd
## Prkaca                         Prkaca
## Fdft1                           Fdft1
## Lemd2                           Lemd2
## Wfdc2                           Wfdc2
## Mcm10                           Mcm10
## Vps33a                         Vps33a
## Prom1                           Prom1
## Mrps34                         Mrps34
## Rdh12                           Rdh12
## Actr10                         Actr10
## Csnk2a2                       Csnk2a2
## Tspyl1                         Tspyl1
## Ganab                           Ganab
## Csta2                           Csta2
## Bcl2l1                         Bcl2l1
## Pcnx                             Pcnx
## Gbe1                             Gbe1
## Urm1                             Urm1
## H4c12                           H4c12
## Rbm22                           Rbm22
## Eif4g1                         Eif4g1
## Mdm2                             Mdm2
## Ppat                             Ppat
## Gpcpd1                         Gpcpd1
## Usp7                             Usp7
## Rasa2                           Rasa2
## Tmem251                       Tmem251
## Gm45353                       Gm45353
## Scap                             Scap
## Crmp1                           Crmp1
## Gm20755                       Gm20755
## Ctdp1                           Ctdp1
## Mab21l4                       Mab21l4
## Actl6a                         Actl6a
## Washc2                         Washc2
## Saa3                             Saa3
## Prdm2                           Prdm2
## Mlf2                             Mlf2
## Fpgt                             Fpgt
## Kat8                             Kat8
## Tnfsf15                       Tnfsf15
## Zmym4                           Zmym4
## Elf4                             Elf4
## Ythdf3                         Ythdf3
## Pkp2                             Pkp2
## Ptk7                             Ptk7
## Trappc8                       Trappc8
## Gm36642                       Gm36642
## Shc1                             Shc1
## Aldh7a1                       Aldh7a1
## Ociad1                         Ociad1
## Oxsm                             Oxsm
## mt-Ts2                         mt-Ts2
## Mospd1                         Mospd1
## St6gal2                       St6gal2
## 0610040F04Rik           0610040F04Rik
## D230025D16Rik           D230025D16Rik
## Mocs2                           Mocs2
## Vwa3b                           Vwa3b
## Men1                             Men1
## Ssu72                           Ssu72
## Atp5l                           Atp5l
## Zfp36l2                       Zfp36l2
## Pdlim4                         Pdlim4
## Lyrm9                           Lyrm9
## Coro1c                         Coro1c
## Polr2j                         Polr2j
## Rnf4                             Rnf4
## Dpm2                             Dpm2
## Gimap1os                     Gimap1os
## Slc35f6                       Slc35f6
## Fus                               Fus
## Dnajc8                         Dnajc8
## Ap1m1                           Ap1m1
## Parp4                           Parp4
## Gm7450                         Gm7450
## Marchf9                       Marchf9
## Atp2b4                         Atp2b4
## Gm44511                       Gm44511
## Slc30a9                       Slc30a9
## Esf1                             Esf1
## Gm26877                       Gm26877
## Eif2b4                         Eif2b4
## Rwdd1                           Rwdd1
## Clrn3                           Clrn3
## Gnb1                             Gnb1
## Ppp2r1a                       Ppp2r1a
## Gatad1                         Gatad1
## Fam110a                       Fam110a
## Timm10b                       Timm10b
## Gstm6                           Gstm6
## Ate1                             Ate1
## Atp8a1                         Atp8a1
## Stam2                           Stam2
## Gm43210                       Gm43210
## Cgrrf1                         Cgrrf1
## Pdcd2l                         Pdcd2l
## Atp2a2                         Atp2a2
## Mpdu1                           Mpdu1
## B630019K06Rik           B630019K06Rik
## Hmgxb3                         Hmgxb3
## Pgs1                             Pgs1
## Fbxw2                           Fbxw2
## Swi5                             Swi5
## Gm7990                         Gm7990
## Tcp11l1                       Tcp11l1
## Sec14l1                       Sec14l1
## Cnbp                             Cnbp
## Polr2b                         Polr2b
## Paip2                           Paip2
## Rictor                         Rictor
## Gdi2                             Gdi2
## Mxra7                           Mxra7
## Ltbr                             Ltbr
## Usp4                             Usp4
## Nudt15                         Nudt15
## Usf3                             Usf3
## Gm29036                       Gm29036
## Scn2a                           Scn2a
## Gm37985                       Gm37985
## Mfap1a                         Mfap1a
## 9930120I10Rik           9930120I10Rik
## Ube2i                           Ube2i
## Vipas39                       Vipas39
## Kin                               Kin
## Gprin1                         Gprin1
## Gm42837                       Gm42837
## Aifm3                           Aifm3
## Ppp1r37                       Ppp1r37
## Acbd5                           Acbd5
## Hmg20b                         Hmg20b
## Slc25a16                     Slc25a16
## Orc4                             Orc4
## Aftph                           Aftph
## Mfsd13a                       Mfsd13a
## Mrpl57                         Mrpl57
## Gm34961                       Gm34961
## Olfr827                       Olfr827
## Gm44867                       Gm44867
## Sergef                         Sergef
## Cyp2d12                       Cyp2d12
## Zfp358                         Zfp358
## Hnrnpm                         Hnrnpm
## Iqce                             Iqce
## Uqcc3                           Uqcc3
## Ube2m                           Ube2m
## Gm49692                       Gm49692
## Bola1                           Bola1
## Mfsd1                           Mfsd1
## Zcchc17                       Zcchc17
## Gm43112                       Gm43112
## Mrpl10                         Mrpl10
## Cbfb                             Cbfb
## Tubb2a                         Tubb2a
## Kdm8                             Kdm8
## Gabarapl2                   Gabarapl2
## Pcif1                           Pcif1
## B930095G15Rik           B930095G15Rik
## Cct7                             Cct7
## Prmt1                           Prmt1
## Abca3                           Abca3
## Tns4                             Tns4
## Sh3bp5l                       Sh3bp5l
## Zfp113                         Zfp113
## Nfkb1                           Nfkb1
## Gm10138                       Gm10138
## Shld1                           Shld1
## Mb21d2                         Mb21d2
## Aga                               Aga
## Cdk20                           Cdk20
## Nap1l4                         Nap1l4
## Gm10053                       Gm10053
## Ppp2cb                         Ppp2cb
## Arpc4                           Arpc4
## Psmd14                         Psmd14
## Rabac1                         Rabac1
## Pfdn2                           Pfdn2
## Ufm1                             Ufm1
## Pawr                             Pawr
## Triqk                           Triqk
## Cdk5r2                         Cdk5r2
## Dnajc2                         Dnajc2
## H2-Q10                         H2-Q10
## Tpm4                             Tpm4
## Poc1b                           Poc1b
## Stk16                           Stk16
## Kdm5c                           Kdm5c
## Dmwd                             Dmwd
## Entpd7                         Entpd7
## Smg9                             Smg9
## Fsd2                             Fsd2
## Gm37524                       Gm37524
## Marchf4                       Marchf4
## Rtn4r                           Rtn4r
## Ssr3                             Ssr3
## Bcr                               Bcr
## Vamp2                           Vamp2
## Rbm14                           Rbm14
## Pi4ka                           Pi4ka
## Lztr1                           Lztr1
## Wbp11                           Wbp11
## Pus7                             Pus7
## Rnf181                         Rnf181
## Mphosph8                     Mphosph8
## Fbxo2                           Fbxo2
## Mfsd12                         Mfsd12
## Dcst2                           Dcst2
## Chmp7                           Chmp7
## Lfng                             Lfng
## Gm47815                       Gm47815
## Rhbdd1                         Rhbdd1
## Ormdl3                         Ormdl3
## Cc2d2a                         Cc2d2a
## Gm4221                         Gm4221
## Mphosph9                     Mphosph9
## Gpr179                         Gpr179
## Pcdhga9                       Pcdhga9
## Timp2                           Timp2
## Naa15                           Naa15
## Rrp7a                           Rrp7a
## Leprotl1                     Leprotl1
## Map2k3                         Map2k3
## Prr14                           Prr14
## Hhat                             Hhat
## Xylt2                           Xylt2
## Parl                             Parl
## Gm38095                       Gm38095
## Slc30a4                       Slc30a4
## Bcam                             Bcam
## Fos                               Fos
## Gm3052                         Gm3052
## Tm2d2                           Tm2d2
## S1pr2                           S1pr2
## Slc38a7                       Slc38a7
## Gm16137                       Gm16137
## Smim14                         Smim14
## Fnip1                           Fnip1
## Rap1a                           Rap1a
## 2610306M01Rik           2610306M01Rik
## Pik3r3                         Pik3r3
## Hrc                               Hrc
## Renbp                           Renbp
## Otud7b                         Otud7b
## Dnajc10                       Dnajc10
## Mrps33                         Mrps33
## Fbxo22                         Fbxo22
## Cdc73                           Cdc73
## Hoxb4                           Hoxb4
## Abhd13                         Abhd13
## Snrpc                           Snrpc
## Ddx39a                         Ddx39a
## Dctn2                           Dctn2
## Fam50a                         Fam50a
## 2610528J11Rik           2610528J11Rik
## Gfra3                           Gfra3
## Gm26621                       Gm26621
## Flywch2                       Flywch2
## Tpm1                             Tpm1
## Wdtc1                           Wdtc1
## Plk3                             Plk3
## Yif1b                           Yif1b
## Atf7ip                         Atf7ip
## Comtd1                         Comtd1
## Ccdc117                       Ccdc117
## Fam149a                       Fam149a
## Slc25a10                     Slc25a10
## Zdhhc5                         Zdhhc5
## Map1lc3a                     Map1lc3a
## B230219D22Rik           B230219D22Rik
## A930015D03Rik           A930015D03Rik
## Rnf19b                         Rnf19b
## Gm37115                       Gm37115
## Lsm14b                         Lsm14b
## C330007P06Rik           C330007P06Rik
## 3110082I17Rik           3110082I17Rik
## Rbm4b                           Rbm4b
## Pgap6                           Pgap6
## Pxmp4                           Pxmp4
## Phf14                           Phf14
## Galr3                           Galr3
## Ccdc82                         Ccdc82
## Asap3                           Asap3
## Fem1a                           Fem1a
## Tnfsf9                         Tnfsf9
## Olfr78                         Olfr78
## Maged1                         Maged1
## Gm38102                       Gm38102
## Sapcd1                         Sapcd1
## Ptbp2                           Ptbp2
## Nqo2                             Nqo2
## Prrc2a                         Prrc2a
## 2310033P09Rik           2310033P09Rik
## Irf2                             Irf2
## Olfm2                           Olfm2
## Apmap                           Apmap
## Rab32                           Rab32
## Smarcc2                       Smarcc2
## Slc35b2                       Slc35b2
## Lrp8                             Lrp8
## Prkx                             Prkx
## Bop1                             Bop1
## Gm49338                       Gm49338
## Psmd5                           Psmd5
## Polb                             Polb
## Ly6g6e                         Ly6g6e
## Hmgn2                           Hmgn2
## Josd2                           Josd2
## Rin3                             Rin3
## Prpf38a                       Prpf38a
## H4c14                           H4c14
## Rraga                           Rraga
## Txnl4a                         Txnl4a
## Dhx9                             Dhx9
## Thap12                         Thap12
## Drg1                             Drg1
## D630039A03Rik           D630039A03Rik
## Daglb                           Daglb
## Ndufaf3                       Ndufaf3
## Zfpm2                           Zfpm2
## 1700061A03Rik           1700061A03Rik
## Unc93a                         Unc93a
## Garre1                         Garre1
## Fndc3b                         Fndc3b
## Zfp326                         Zfp326
## Csrnp1                         Csrnp1
## Hnrnpc                         Hnrnpc
## Mosmo                           Mosmo
## Gm50039                       Gm50039
## Tbc1d5                         Tbc1d5
## Smarcd1                       Smarcd1
## C1ql3                           C1ql3
## Tcirg1                         Tcirg1
## Elf1                             Elf1
## Dgke                             Dgke
## Pink1                           Pink1
## Bsdc1                           Bsdc1
## Timm22                         Timm22
## Pcyox1                         Pcyox1
## Smarcal1                     Smarcal1
## Bysl                             Bysl
## Pum1                             Pum1
## Slc25a1                       Slc25a1
## Rapgef4os3                 Rapgef4os3
## ENSMUSG00000119179 ENSMUSG00000119179
## Sult2a6                       Sult2a6
## Lair1                           Lair1
## Sdr9c7                         Sdr9c7
## 4932415D10Rik           4932415D10Rik
## Gm33914                       Gm33914
## Gm11754                       Gm11754
## Gm7695                         Gm7695
## Gm9370                         Gm9370
## Gm6551                         Gm6551
## Gm45344                       Gm45344
## mt-Tf                           mt-Tf
## Cadps                           Cadps
## Glo1                             Glo1
## Lrrc47                         Lrrc47
## Spink10                       Spink10
## Thoc3                           Thoc3
## Gm13056                       Gm13056
## Ccdc174                       Ccdc174
## Atp8b1                         Atp8b1
## Eif3m                           Eif3m
## Scyl2                           Scyl2
## Cdc42                           Cdc42
## Wtap                             Wtap
## Gm43399                       Gm43399
## Gm30288                       Gm30288
## Gm28023                       Gm28023
## Bpifa5                         Bpifa5
## Gm47972                       Gm47972
## 4930465K09Rik           4930465K09Rik
## Ahsa1                           Ahsa1
## Cux1                             Cux1
## Armc5                           Armc5
## Nol10                           Nol10
## C8g                               C8g
## Araf                             Araf
## 2810032G03Rik           2810032G03Rik
## Gm18870                       Gm18870
## Rab5b                           Rab5b
## Psma1                           Psma1
## 2010109A12Rik           2010109A12Rik
## Samm50                         Samm50
## Sephs1                         Sephs1
## Adam9                           Adam9
## Gm37479                       Gm37479
## Trp53rkb                     Trp53rkb
## Gm13055                       Gm13055
## Ino80c                         Ino80c
## Rps19bp1                     Rps19bp1
## Derl1                           Derl1
## Sumo3                           Sumo3
## Tomm6                           Tomm6
## Ssna1                           Ssna1
## Rsph9                           Rsph9
## Fzr1                             Fzr1
## Vps35l                         Vps35l
## 2210009P08Rik           2210009P08Rik
## Acly                             Acly
## Sfr1                             Sfr1
## Scarb2                         Scarb2
## Phospho2                     Phospho2
## Gm43154                       Gm43154
## Smu1                             Smu1
## Aif1l                           Aif1l
## Bud23                           Bud23
## Wnk4                             Wnk4
## Pcdhgb6                       Pcdhgb6
## Cpt2                             Cpt2
## Hsh2d                           Hsh2d
## Zfp638                         Zfp638
## Slu7                             Slu7
## Irf2bp1                       Irf2bp1
## Arhgap10                     Arhgap10
## Psmc2                           Psmc2
## Cldn12                         Cldn12
## Pank3                           Pank3
## Shc2                             Shc2
## Cmas                             Cmas
## Slc6a6                         Slc6a6
## Hnrnpul2                     Hnrnpul2
## Rap1gds1                     Rap1gds1
## Abcf2                           Abcf2
## 5031425F14Rik           5031425F14Rik
## Naa38                           Naa38
## Tmem126a                     Tmem126a
## Khdc4                           Khdc4
## Psma3                           Psma3
## Anxa6                           Anxa6
## Trub2                           Trub2
## Churc1                         Churc1
## Eif4h                           Eif4h
## Nfs1                             Nfs1
## Cox19                           Cox19
## Ccar1                           Ccar1
## Mlx                               Mlx
## Pola1                           Pola1
## Arfip1                         Arfip1
## Rab36                           Rab36
## Slc15a4                       Slc15a4
## Ddost                           Ddost
## Enoph1                         Enoph1
## Gm38380                       Gm38380
## Ei24                             Ei24
## Lig4                             Lig4
## Mrpl1                           Mrpl1
## Gm44068                       Gm44068
## Hyal2                           Hyal2
## Kmt2c                           Kmt2c
## 5031439G07Rik           5031439G07Rik
## Tardbp                         Tardbp
## Apc                               Apc
## Vcp-rs                         Vcp-rs
## Reps1                           Reps1
## Cep170                         Cep170
## Pcdhb18                       Pcdhb18
## Eif2b2                         Eif2b2
## Gm43697                       Gm43697
## Zfp92                           Zfp92
## Kcnj2                           Kcnj2
## Eci2                             Eci2
## E430021H15Rik           E430021H15Rik
## Tsn                               Tsn
## Gm15351                       Gm15351
## Ppcdc                           Ppcdc
## Sesn2                           Sesn2
## Nxf7                             Nxf7
## Fitm2                           Fitm2
## Marchf5                       Marchf5
## Iscu                             Iscu
## Trmt112                       Trmt112
## Sin3b                           Sin3b
## Vps26a                         Vps26a
## Gm48532                       Gm48532
## Asb1                             Asb1
## Pcdhgb7                       Pcdhgb7
## Gm21972                       Gm21972
## Cops3                           Cops3
## Cnn3                             Cnn3
## Ppp6c                           Ppp6c
## Rnf14                           Rnf14
## Sbds                             Sbds
## Snrpb2                         Snrpb2
## Bcas2                           Bcas2
## Arhgef7                       Arhgef7
## Clns1a                         Clns1a
## Ascc2                           Ascc2
## Zkscan6                       Zkscan6
## Ptpn23                         Ptpn23
## Hacd3                           Hacd3
## Bcl2l13                       Bcl2l13
## Pdp2                             Pdp2
## Cct5                             Cct5
## Pmvk                             Pmvk
## Neil1                           Neil1
## Cir1                             Cir1
## Cdc25a                         Cdc25a
## Czib                             Czib
## Phactr1                       Phactr1
## Hectd1                         Hectd1
## Sike1                           Sike1
## Rpgr                             Rpgr
## Dync1h1                       Dync1h1
## Camta2                         Camta2
## Dennd11                       Dennd11
## Emd                               Emd
## Rprd2                           Rprd2
## Trir                             Trir
## Sytl3                           Sytl3
## Plin2                           Plin2
## Stx16                           Stx16
## Dnttip1                       Dnttip1
## Tet2                             Tet2
## Cyp2s1                         Cyp2s1
## Chn1                             Chn1
## Zfp787                         Zfp787
## Cox14                           Cox14
## Arpc1a                         Arpc1a
## Cep170b                       Cep170b
## Cdk4                             Cdk4
## Anapc16                       Anapc16
## Gaa                               Gaa
## Crk                               Crk
## Zc3h7b                         Zc3h7b
## Pax4                             Pax4
## Vps11                           Vps11
## Sptlc1                         Sptlc1
## H2-T22                         H2-T22
## C9orf72                       C9orf72
## Pcm1                             Pcm1
## Rbm12                           Rbm12
## Ppp4r3a                       Ppp4r3a
## Arl2                             Arl2
## Vps41                           Vps41
## Ust                               Ust
## Gm42447                       Gm42447
## Dnaja2                         Dnaja2
## Dact2                           Dact2
## Smim26                         Smim26
## Brcc3                           Brcc3
## Cbx5                             Cbx5
## Hnrnpll                       Hnrnpll
## Fads1                           Fads1
## Plppr2                         Plppr2
## Rnf6                             Rnf6
## Apc2                             Apc2
## Icosl                           Icosl
## Hebp2                           Hebp2
## Rbm15b                         Rbm15b
## Jak2                             Jak2
## Tsr3                             Tsr3
## Zbtb26                         Zbtb26
## Tmem167b                     Tmem167b
## S100a2                         S100a2
## Anapc1                         Anapc1
## Top3b                           Top3b
## As3mt                           As3mt
## AI467606                     AI467606
## Gabpb2                         Gabpb2
## Crnkl1                         Crnkl1
## Gm45546                       Gm45546
## Pfdn5                           Pfdn5
## Msl2                             Msl2
## Sarnp                           Sarnp
## Eloa                             Eloa
## Cenpv                           Cenpv
## Uso1                             Uso1
## Pdik1l                         Pdik1l
## Pikfyve                       Pikfyve
## Ilf2                             Ilf2
## Slc10a7                       Slc10a7
## Shkbp1                         Shkbp1
## Rad17                           Rad17
## Ap1m2                           Ap1m2
## Abcd3                           Abcd3
## Sugt1                           Sugt1
## Wwp2                             Wwp2
## Creb1                           Creb1
## Skint6                         Skint6
## Gm15420                       Gm15420
## Gpalpp1                       Gpalpp1
## Ube2q1                         Ube2q1
## Asah1                           Asah1
## Itih3                           Itih3
## Prex2                           Prex2
## Eapp                             Eapp
## Gm53012                       Gm53012
## Dcaf1                           Dcaf1
## Pxn                               Pxn
## Gm15893                       Gm15893
## Rasa1                           Rasa1
## Etv4                             Etv4
## Glb1                             Glb1
## Tmem82                         Tmem82
## Rybp                             Rybp
## Egln1                           Egln1
## Lats1                           Lats1
## Ipo11                           Ipo11
## Aph1a                           Aph1a
## Actr1a                         Actr1a
## Mnt                               Mnt
## Gm7694                         Gm7694
## Rsph14                         Rsph14
## Arid4b                         Arid4b
## Yif1a                           Yif1a
## Hnrnpd                         Hnrnpd
## Ppp1r10                       Ppp1r10
## Pmfbp1                         Pmfbp1
## Prkab2                         Prkab2
## Bace1                           Bace1
## Mpzl1                           Mpzl1
## Krt10                           Krt10
## 6430590A07Rik           6430590A07Rik
## Vhl                               Vhl
## Gm11755                       Gm11755
## Cisd2                           Cisd2
## Lmo3                             Lmo3
## Ric1                             Ric1
## Atl1                             Atl1
## Gm49936                       Gm49936
## Gm9908                         Gm9908
## Ngfr                             Ngfr
## Hsbp1l1                       Hsbp1l1
## Psme3ip1                     Psme3ip1
## Rpn1                             Rpn1
## Usp38                           Usp38
## Atf4                             Atf4
## Ppp1r35                       Ppp1r35
## Rab22a                         Rab22a
## Ttc8                             Ttc8
## Epb42                           Epb42
## Trim80                         Trim80
## Nr2c2ap                       Nr2c2ap
## Psmd12                         Psmd12
## Cnbd2                           Cnbd2
## Insc                             Insc
## Nop53                           Nop53
## Tmtc2                           Tmtc2
## Gm44625                       Gm44625
## Snhg9                           Snhg9
## Wdr83os                       Wdr83os
## Wbp4                             Wbp4
## Sema3f                         Sema3f
## Dnaja1                         Dnaja1
## Clcc1                           Clcc1
## Rgl1                             Rgl1
## B130055M24Rik           B130055M24Rik
## Meaf6                           Meaf6
## Epc2                             Epc2
## Cblb                             Cblb
## Tmem248                       Tmem248
## Rnaseh2c                     Rnaseh2c
## Celf1                           Celf1
## Wdr26                           Wdr26
## Pgap3                           Pgap3
## Plekhm2                       Plekhm2
## Nufip1                         Nufip1
## Rab11b                         Rab11b
## Nelfe                           Nelfe
## Prkaa2                         Prkaa2
## Cggbp1                         Cggbp1
## Gm47882                       Gm47882
## Fam98a                         Fam98a
## Ecpas                           Ecpas
## Ccdc59                         Ccdc59
## Syt1                             Syt1
## Gm41300                       Gm41300
## 4930405L22Rik           4930405L22Rik
## Ubqln4                         Ubqln4
## Upf1                             Upf1
## Epc1                             Epc1
## Mesd                             Mesd
## Mamdc4                         Mamdc4
## Tpd52                           Tpd52
## Gm35696                       Gm35696
## Iffo2                           Iffo2
## Tprgl                           Tprgl
## Eps15                           Eps15
## Gm17435                       Gm17435
## Rab10                           Rab10
## Fto                               Fto
## Armc10                         Armc10
## Cpsf7                           Cpsf7
## Elp5                             Elp5
## Rassf4                         Rassf4
## Gon4l                           Gon4l
## Zfp764                         Zfp764
## Ctcf                             Ctcf
## Crebrf                         Crebrf
## Eif4a3                         Eif4a3
## Ppp1cb                         Ppp1cb
## Fam241a                       Fam241a
## Rcbtb2                         Rcbtb2
## Psmc6                           Psmc6
## Lnpk                             Lnpk
## Spata5                         Spata5
## Gm45904                       Gm45904
## Dpf1                             Dpf1
## Lin7c                           Lin7c
## Gm4651                         Gm4651
## Efemp2                         Efemp2
## Pde4b                           Pde4b
## mt-Ti                           mt-Ti
## Trappc2l                     Trappc2l
## Wdr11                           Wdr11
## Bpgm                             Bpgm
## Gm17218                       Gm17218
## Rrn3                             Rrn3
## Tox4                             Tox4
## Myg1                             Myg1
## Olfr323                       Olfr323
## Evl                               Evl
## Gm37364                       Gm37364
## A230051N06Rik           A230051N06Rik
## G3bp1                           G3bp1
## Fam102b                       Fam102b
## Zswim6                         Zswim6
## B4galt3                       B4galt3
## Tnpo3                           Tnpo3
## Gemin7                         Gemin7
## Get3                             Get3
## Them4                           Them4
## Zfp397                         Zfp397
## Ap3s1                           Ap3s1
## Zbed4                           Zbed4
## Polr2a                         Polr2a
## Zfp282                         Zfp282
## Mcm6                             Mcm6
## Exosc9                         Exosc9
## Tnpo2                           Tnpo2
## Mthfd2                         Mthfd2
## Gm48321                       Gm48321
## Mmgt1                           Mmgt1
## Mfsd5                           Mfsd5
## Trappc13                     Trappc13
## Tsga10                         Tsga10
## Nbr1                             Nbr1
## Vps4a                           Vps4a
## Pak1ip1                       Pak1ip1
## Frat1                           Frat1
## Gm28981                       Gm28981
## Prune2                         Prune2
## Ndufs3                         Ndufs3
## Tmem252                       Tmem252
## Dvl3                             Dvl3
## Atm                               Atm
## Rab3a                           Rab3a
## Cnot3                           Cnot3
## Gm43775                       Gm43775
## Dpf3                             Dpf3
## Gm49759                       Gm49759
## Opa1                             Opa1
## Zfp758                         Zfp758
## Pdcd11                         Pdcd11
## Zfp938                         Zfp938
## Tatdn2                         Tatdn2
## Mfn2                             Mfn2
## Zbtb42                         Zbtb42
## Rars2                           Rars2
## Ctbp1                           Ctbp1
## Neto1                           Neto1
## Fzd4                             Fzd4
## Gm44250                       Gm44250
## Eaf1                             Eaf1
## Fam160b2                     Fam160b2
## Gm39157                       Gm39157
## E130311K13Rik           E130311K13Rik
## Crb3                             Crb3
## Gm11767                       Gm11767
## Baz2a                           Baz2a
## Ikbkg                           Ikbkg
## Ankrd34b                     Ankrd34b
## Gm16754                       Gm16754
## 4933434E20Rik           4933434E20Rik
## Gm10177                       Gm10177
## Tmem101                       Tmem101
## Ubn1                             Ubn1
## Tmem68                         Tmem68
## Gprasp1                       Gprasp1
## Lyrm2                           Lyrm2
## 7120432I05Rik           7120432I05Rik
## Tecpr1                         Tecpr1
## Elp2                             Elp2
## Gpatch11                     Gpatch11
## Dusp5                           Dusp5
## Gm38843                       Gm38843
## Slc25a25                     Slc25a25
## B3galt4                       B3galt4
## Acer1                           Acer1
## Rpe                               Rpe
## Commd8                         Commd8
## Slc39a1                       Slc39a1
## Trmo                             Trmo
## Ephx1                           Ephx1
## Yipf2                           Yipf2
## Csnk1d                         Csnk1d
## Ptpn9                           Ptpn9
## Asl                               Asl
## Tmx2                             Tmx2
## Yrdc                             Yrdc
## Zfp668                         Zfp668
## Ing5                             Ing5
## Ankrd54                       Ankrd54
## C1qtnf4                       C1qtnf4
## Strn3                           Strn3
## Septin9                       Septin9
## B230206L02Rik           B230206L02Rik
## Aspdh                           Aspdh
## Nsun2                           Nsun2
## Gtf3c1                         Gtf3c1
## Uhrf2                           Uhrf2
## Rnu11                           Rnu11
## Ces1b                           Ces1b
## B930025P03Rik           B930025P03Rik
## Gm48602                       Gm48602
## Zfp512                         Zfp512
## Comp                             Comp
## 1700018A04Rik           1700018A04Rik
## Cyp2d40                       Cyp2d40
## Gna12                           Gna12
## Gm29125                       Gm29125
## Dapk3                           Dapk3
## Ube2d1                         Ube2d1
## Gm18867                       Gm18867
## Gm17029                       Gm17029
## Calr4                           Calr4
## Gm7538                         Gm7538
## Zpr1                             Zpr1
## Srp19                           Srp19
## Gm30694                       Gm30694
## Vmn2r116                     Vmn2r116
## Rhobtb1                       Rhobtb1
## Wipi2                           Wipi2
## Gm45629                       Gm45629
## Pcnt                             Pcnt
## Diablo                         Diablo
## Peg13                           Peg13
## Faf1                             Faf1
## U2surp                         U2surp
## Abcf3                           Abcf3
## 5930430L01Rik           5930430L01Rik
## 5730408A14Rik           5730408A14Rik
## Smox                             Smox
## Sympk                           Sympk
## Rnpepl1                       Rnpepl1
## Fignl2                         Fignl2
## Nfyb                             Nfyb
## Krcc1                           Krcc1
## Ppp6r2                         Ppp6r2
## Tmed8                           Tmed8
## Arnt                             Arnt
## Gmps                             Gmps
## Pigs                             Pigs
## Oaz2                             Oaz2
## Nub1                             Nub1
## Enpp4                           Enpp4
## Ntng2                           Ntng2
## Dpp8                             Dpp8
## Sh3pxd2a                     Sh3pxd2a
## Sart3                           Sart3
## Phf20l1                       Phf20l1
## Slc26a8                       Slc26a8
## Bicd2                           Bicd2
## Cap1                             Cap1
## Ttbk2                           Ttbk2
## Tmem185a                     Tmem185a
## Hcfc1r1                       Hcfc1r1
## Slco1a6                       Slco1a6
## Tab1                             Tab1
## Clip1                           Clip1
## Amdhd2                         Amdhd2
## Tmc7                             Tmc7
## Fbxo6                           Fbxo6
## Fasn                             Fasn
## Rab3b                           Rab3b
## Nfe2l1                         Nfe2l1
## Edrf1                           Edrf1
## Rnps1                           Rnps1
## Fbxl4                           Fbxl4
## Pip5k1c                       Pip5k1c
## Gm38116                       Gm38116
## Gm20300                       Gm20300
## Pitpnb                         Pitpnb
## Nubpl                           Nubpl
## Ttll3                           Ttll3
## Coq10b                         Coq10b
## Ceacam18                     Ceacam18
## Gm37320                       Gm37320
## Isyna1                         Isyna1
## Sf3b4                           Sf3b4
## Smarcb1                       Smarcb1
## Eya3                             Eya3
## Fam174c                       Fam174c
## Dbn1                             Dbn1
## Rgl2                             Rgl2
## Nkapd1                         Nkapd1
## Trim14                         Trim14
## Osbpl9                         Osbpl9
## Gm43672                       Gm43672
## Odr4                             Odr4
## Tcf12                           Tcf12
## Ap3m1                           Ap3m1
## Pemt                             Pemt
## Rint1                           Rint1
## Rchy1                           Rchy1
## Gm9132                         Gm9132
## Dctn4                           Dctn4
## Atg4b                           Atg4b
## Mff                               Mff
## Gm20604                       Gm20604
## Ube2cbp                       Ube2cbp
## Cibar1                         Cibar1
## Fam162a                       Fam162a
## Timp4                           Timp4
## Nsrp1                           Nsrp1
## Fgd5                             Fgd5
## A930028N01Rik           A930028N01Rik
## Rnft1                           Rnft1
## Abcb7                           Abcb7
## Selenow                       Selenow
## Polr1h                         Polr1h
## H2ac18                         H2ac18
## Arc                               Arc
## Fam114a2                     Fam114a2
## Cert1                           Cert1
## Zfp133-ps                   Zfp133-ps
## Ggt7                             Ggt7
## Spred3                         Spred3
## Zfp628                         Zfp628
## Tfcp2                           Tfcp2
## Gnl2                             Gnl2
## Uspl1                           Uspl1
## Gm8291                         Gm8291
## Zfp871                         Zfp871
## Pcdhga1                       Pcdhga1
## Hadhb-ps                     Hadhb-ps
## Zfp24                           Zfp24
## Kiz                               Kiz
## Myh7                             Myh7
## Mrps15                         Mrps15
## Tpk1                             Tpk1
## Gm48267                       Gm48267
## Rbsn                             Rbsn
## Gm12007                       Gm12007
## Slc30a1                       Slc30a1
## Gm47797                       Gm47797
## Gm15904                       Gm15904
## Krit1                           Krit1
## Capn9                           Capn9
## 4632404H12Rik           4632404H12Rik
## Ptafr                           Ptafr
## Gtpbp1                         Gtpbp1
## Coa4                             Coa4
## Gmppb                           Gmppb
## Gm14812                       Gm14812
## Zfp335                         Zfp335
## Spns1                           Spns1
## Hoxb3                           Hoxb3
## Cdc37l1                       Cdc37l1
## Khnyn                           Khnyn
## Llgl2                           Llgl2
## Timm17a                       Timm17a
## Heatr6                         Heatr6
## Kbtbd4                         Kbtbd4
## Antkmt                         Antkmt
## Mrpl32                         Mrpl32
## Gm44190                       Gm44190
## Dnai3                           Dnai3
## Pspc1                           Pspc1
## Dyrk1a                         Dyrk1a
## Lrrc8e                         Lrrc8e
## 2810013P06Rik           2810013P06Rik
## Gm19605                       Gm19605
## Gcgr                             Gcgr
## Rnf5                             Rnf5
## Plod2                           Plod2
## Plekha8                       Plekha8
## Chsy3                           Chsy3
## Grcc10                         Grcc10
## Gm14224                       Gm14224
## B430219N15Rik           B430219N15Rik
## Nat8f2                         Nat8f2
## Flot2                           Flot2
## Rnf44                           Rnf44
## Vsir                             Vsir
## Borcs8                         Borcs8
## Ssr1                             Ssr1
## Igfbp3                         Igfbp3
## Dcp1b                           Dcp1b
## Gm49450                       Gm49450
## Dnajc14                       Dnajc14
## Rgs20                           Rgs20
## A630001O12Rik           A630001O12Rik
## Nras                             Nras
## Mfsd6l                         Mfsd6l
## Axin1                           Axin1
## Pam                               Pam
## Pgf                               Pgf
## Sumo1                           Sumo1
## Clstn2                         Clstn2
## 2210417A02Rik           2210417A02Rik
## Uxt                               Uxt
## Nampt                           Nampt
## Coq3                             Coq3
## Cirbp                           Cirbp
## Mrps23                         Mrps23
## Ctse                             Ctse
## E030030I06Rik           E030030I06Rik
## Radx                             Radx
## Rlf                               Rlf
## Ylpm1                           Ylpm1
## Zfp426                         Zfp426
## Sco1                             Sco1
## Exosc3                         Exosc3
## Stambp                         Stambp
## Akap6                           Akap6
## Ube2k                           Ube2k
## Dhx36                           Dhx36
## Thoc5                           Thoc5
## Epm2aip1                     Epm2aip1
## Nme7                             Nme7
## Pla2g6                         Pla2g6
## Oga                               Oga
## Spag1                           Spag1
## Atg3                             Atg3
## Proz                             Proz
## Odf2                             Odf2
## Serpine1                     Serpine1
## H2bc6                           H2bc6
## Cbln3                           Cbln3
## Klhl22                         Klhl22
## Akap11                         Akap11
## Cep135                         Cep135
## Dlgap4                         Dlgap4
## Tpt1-ps3                     Tpt1-ps3
## Ncbp2                           Ncbp2
## Dus2                             Dus2
## Imp3                             Imp3
## Rab21                           Rab21
## Rnf115                         Rnf115
## Arhgap45                     Arhgap45
## Prdm15                         Prdm15
## Ebp                               Ebp
## Gm29543                       Gm29543
## Psmd9                           Psmd9
## Vmn2r26                       Vmn2r26
## Sgf29                           Sgf29
## Zzz3                             Zzz3
## Trappc5                       Trappc5
## Uros                             Uros
## Gm48798                       Gm48798
## Tmem268                       Tmem268
## Ermp1                           Ermp1
## Entr1                           Entr1
## Ppp1r8                         Ppp1r8
## Gnas                             Gnas
## Gm28580                       Gm28580
## Gm15734                       Gm15734
## Apoc1                           Apoc1
## Smim40                         Smim40
## A730085E03Rik           A730085E03Rik
## Gm50279                       Gm50279
## Pth2r                           Pth2r
## Naa30                           Naa30
## Snx3                             Snx3
## Kctd17                         Kctd17
## Zfp7                             Zfp7
## Hpca                             Hpca
## Glrb                             Glrb
## Acp7                             Acp7
## Gm47162                       Gm47162
## Gm46496                       Gm46496
## Zbtb45                         Zbtb45
## Elovl1                         Elovl1
## Gm37033                       Gm37033
## Pdcd10                         Pdcd10
## Ctnnbl1                       Ctnnbl1
## Adam10                         Adam10
## Atg13                           Atg13
## Trpc4ap                       Trpc4ap
## Psmd11                         Psmd11
## Gm20682                       Gm20682
## 6030460B20Rik           6030460B20Rik
## Slc9a8                         Slc9a8
## Thap1                           Thap1
## Fads2                           Fads2
## Mrpl43                         Mrpl43
## Gigyf1                         Gigyf1
## TUSC3                           TUSC3
## F2rl1                           F2rl1
## Bglap3                         Bglap3
## Dcst1                           Dcst1
## Sall4                           Sall4
## Prmt9                           Prmt9
## Myo7a                           Myo7a
## Coq2                             Coq2
## Wdr75                           Wdr75
## Ercc6l2                       Ercc6l2
## Zbtb1                           Zbtb1
## Rbm27                           Rbm27
## Esco1                           Esco1
## Adgrg2                         Adgrg2
## Trim40                         Trim40
## Sub1                             Sub1
## Fam126b                       Fam126b
## Eps8l1                         Eps8l1
## Slc66a2                       Slc66a2
## Pex5                             Pex5
## Sdhaf2                         Sdhaf2
## Pex2                             Pex2
## Elf2                             Elf2
## Cyb561d2                     Cyb561d2
## Tmem200b                     Tmem200b
## Emc6                             Emc6
## Ewsr1                           Ewsr1
## Rpp21                           Rpp21
## Zfp277                         Zfp277
## Wdr13                           Wdr13
## Rabgef1                       Rabgef1
## Gm49085                       Gm49085
## Anapc11                       Anapc11
## Usp39                           Usp39
## F830115B05Rik           F830115B05Rik
## Tigar                           Tigar
## Trim17                         Trim17
## Rprd1b                         Rprd1b
## Cbll1                           Cbll1
## Mirt1                           Mirt1
## Cdc5l                           Cdc5l
## Rdh10                           Rdh10
## Atmin                           Atmin
## Pltp                             Pltp
## 6330418K02Rik           6330418K02Rik
## C130046K22Rik           C130046K22Rik
## Tulp3                           Tulp3
## Gm44509                       Gm44509
## Rnf185                         Rnf185
## Birc6                           Birc6
## Sec24c                         Sec24c
## Inafm2                         Inafm2
## Rnf34                           Rnf34
## Gm44710                       Gm44710
## Nebl                             Nebl
## Abce1                           Abce1
## Fzd6                             Fzd6
## D630003M21Rik           D630003M21Rik
## Bscl2                           Bscl2
## Plekhf2                       Plekhf2
## Akap8                           Akap8
## Rnf39                           Rnf39
## Gm5436                         Gm5436
## Kbtbd6                         Kbtbd6
## Phf5a                           Phf5a
## Smim8                           Smim8
## Stt3a                           Stt3a
## Pla2g2c                       Pla2g2c
## Kctd2                           Kctd2
## Samd4b                         Samd4b
## Gm13822                       Gm13822
## Lrrc74b                       Lrrc74b
## Coq5                             Coq5
## Sacm1l                         Sacm1l
## Dnajb6                         Dnajb6
## Klf13                           Klf13
## Cmtm6                           Cmtm6
## Wdr74                           Wdr74
## Mrps18c                       Mrps18c
## Foxa2                           Foxa2
## Vwa5b1                         Vwa5b1
## Ptgr2                           Ptgr2
## Gm37064                       Gm37064
## Sema3b                         Sema3b
## Gm26887                       Gm26887
## Bnip2                           Bnip2
## Brap                             Brap
## Insrr                           Insrr
## Gid8                             Gid8
## Gm28530                       Gm28530
## Cep20                           Cep20
## Tgfbr1                         Tgfbr1
## Timm8a1                       Timm8a1
## Rbm6                             Rbm6
## Srsf10                         Srsf10
## Fkrp                             Fkrp
## Dffa                             Dffa
## Ubb-ps                         Ubb-ps
## Gnmt                             Gnmt
## Pcid2                           Pcid2
## Myo16                           Myo16
## Polr3a                         Polr3a
## Ankra2                         Ankra2
## Gm49555                       Gm49555
## Fkbp15                         Fkbp15
## Gm44673                       Gm44673
## 1700045H11Rik           1700045H11Rik
## Rbm18                           Rbm18
## Rhoa                             Rhoa
## Gimap9                         Gimap9
## Tmem184c                     Tmem184c
## Pdia4                           Pdia4
## Ston1                           Ston1
## Gm8378                         Gm8378
## Rab8a                           Rab8a
## Keap1                           Keap1
## Gpr137b                       Gpr137b
## Map3k11                       Map3k11
## 2900009J06Rik           2900009J06Rik
## Gm32585                       Gm32585
## Ttc13                           Ttc13
## Ubap2                           Ubap2
## Dcaf13                         Dcaf13
## Klhl28                         Klhl28
## Tasp1                           Tasp1
## Anapc10                       Anapc10
## Nsfl1c                         Nsfl1c
## Zdhhc23                       Zdhhc23
## Zfp518a                       Zfp518a
## Mtf2                             Mtf2
## Acbd3                           Acbd3
## Pigbos1                       Pigbos1
## Gm43211                       Gm43211
## Tmem69                         Tmem69
## Wrnip1                         Wrnip1
## Insig1                         Insig1
## Zfp65                           Zfp65
## D6Wsu163e                   D6Wsu163e
## Tspyl4                         Tspyl4
## Agap3                           Agap3
## Gbgt1                           Gbgt1
## Ube2a                           Ube2a
## Snrnp200                     Snrnp200
## Hectd3                         Hectd3
## Nckipsd                       Nckipsd
## Pldi                             Pldi
## Gm5444                         Gm5444
## Gm16041                       Gm16041
## Lactb2                         Lactb2
## Dppa3                           Dppa3
## Apoc2                           Apoc2
## Ppp1cc                         Ppp1cc
## Ubxn4                           Ubxn4
## Snx2                             Snx2
## Uck1                             Uck1
## AB124611                     AB124611
## Tgfbrap1                     Tgfbrap1
## Gm43011                       Gm43011
## Tm2d3                           Tm2d3
## Krr1                             Krr1
## Cd320                           Cd320
## Dnajc22                       Dnajc22
## Med15                           Med15
## Gm37084                       Gm37084
## Arel1                           Arel1
## Gm48500                       Gm48500
## A830005F24Rik           A830005F24Rik
## Gm42651                       Gm42651
## Tex15                           Tex15
## Tmem235                       Tmem235
## Gm32932                       Gm32932
## A530084C06Rik           A530084C06Rik
## Cog1                             Cog1
## Gm49757                       Gm49757
## Gm37015                       Gm37015
## Sinhcaf                       Sinhcaf
## Gm49923                       Gm49923
## Tef                               Tef
## Hoxb2                           Hoxb2
## Maf1                             Maf1
## Gm13162                       Gm13162
## Tanc2                           Tanc2
## Wdr61                           Wdr61
## Taf12                           Taf12
## Gm42460                       Gm42460
## Ccdc9                           Ccdc9
## Nxph2                           Nxph2
## Gm29296                       Gm29296
## Itfg2                           Itfg2
## Jkamp                           Jkamp
## H3c1                             H3c1
## Gm4013                         Gm4013
## Ube2j2                         Ube2j2
## Gm35438.1                   Gm35438.1
## Setd3                           Setd3
## Erbb2                           Erbb2
## Ube3a                           Ube3a
## Ska2                             Ska2
## Ap3s2                           Ap3s2
## Frat2                           Frat2
## Fxr1                             Fxr1
## Tmub2                           Tmub2
## H4f16                           H4f16
## 4833438C02Rik           4833438C02Rik
## 9330020H09Rik           9330020H09Rik
## Rps6ka5                       Rps6ka5
## Gm43010                       Gm43010
## Gm26965                       Gm26965
## Ormdl1                         Ormdl1
## Mib1                             Mib1
## Fxn                               Fxn
## Serpinb9                     Serpinb9
## 6530402F18Rik           6530402F18Rik
## Gm11099                       Gm11099
## Thap2                           Thap2
## Tmem222                       Tmem222
## Cd2bp2                         Cd2bp2
## Tcf24                           Tcf24
## Col4a5                         Col4a5
## Nufip2                         Nufip2
## Lrif1                           Lrif1
## Rgs14                           Rgs14
## Cnot11                         Cnot11
## Necab2                         Necab2
## Gm50055                       Gm50055
## Tulp2                           Tulp2
## Tmem115                       Tmem115
## Pisd                             Pisd
## Ankrd13c                     Ankrd13c
## Serac1                         Serac1
## Pygl                             Pygl
## Ccdc127                       Ccdc127
## Hdgfl3                         Hdgfl3
## Ints8                           Ints8
## Sft2d3                         Sft2d3
## Lratd2                         Lratd2
## Dcaf10                         Dcaf10
## Rhot2                           Rhot2
## Mrpl55                         Mrpl55
## Dpp9                             Dpp9
## Capn11                         Capn11
## Rbm7                             Rbm7
## Flywch1                       Flywch1
## Gm20476                       Gm20476
## Pex14                           Pex14
## Eftud2                         Eftud2
## Gab2                             Gab2
## Smg5                             Smg5
## Tfam                             Tfam
## Agpat1                         Agpat1
## Snx19                           Snx19
## Rpl36a-ps2                 Rpl36a-ps2
## Pigv                             Pigv
## Arpin                           Arpin
## Lsm12                           Lsm12
## Cherp                           Cherp
## Zbtb40                         Zbtb40
## Fosb                             Fosb
## Snu13                           Snu13
## Comt                             Comt
## Foxk2                           Foxk2
## Rxrb                             Rxrb
## Lpar6                           Lpar6
## Pea15a                         Pea15a
## N6amt1                         N6amt1
## Nfkbib                         Nfkbib
## Zrsr1                           Zrsr1
## Fam222a                       Fam222a
## Spg11                           Spg11
## Galnt3                         Galnt3
## Gm42979                       Gm42979
## Lxn                               Lxn
## Pcmtd2                         Pcmtd2
## Tmem132d                     Tmem132d
## Rtl6                             Rtl6
## Fiz1                             Fiz1
## Cand2                           Cand2
## Ogdhl                           Ogdhl
## Phpt1                           Phpt1
## Cdc14b                         Cdc14b
## Kdf1                             Kdf1
## Pcdhb20                       Pcdhb20
## Ddx18                           Ddx18
## Gm47585                       Gm47585
## Pik3r2                         Pik3r2
## Smap1                           Smap1
## Tmem62                         Tmem62
## Zfp994                         Zfp994
## Faim                             Faim
## Gm9619                         Gm9619
## Gpsm1                           Gpsm1
## Gm5779                         Gm5779
## Ubfd1                           Ubfd1
## Kansl2                         Kansl2
## Scgb3a1                       Scgb3a1
## Vasn                             Vasn
## Mrpl4                           Mrpl4
## Nsf                               Nsf
## Gm28505                       Gm28505
## Gatd1                           Gatd1
## Tmem60                         Tmem60
## Lamtor5                       Lamtor5
## Gm46560                       Gm46560
## Stub1                           Stub1
## Lrp8os1                       Lrp8os1
## Gm47584                       Gm47584
## Qprt                             Qprt
## Gm37811                       Gm37811
## Tesk1                           Tesk1
## Rspry1                         Rspry1
## Pip4p1                         Pip4p1
## Fmo1                             Fmo1
## Slc52a2                       Slc52a2
## Homer3                         Homer3
## Hmgcl                           Hmgcl
## Gm43203                       Gm43203
## Gm38257                       Gm38257
## Rapgef5                       Rapgef5
## Slc25a20                     Slc25a20
## Cops5                           Cops5
## Ero1a                           Ero1a
## Gm45776                       Gm45776
## Bahcc1                         Bahcc1
## Ube2d2a                       Ube2d2a
## Spcs3                           Spcs3
## Mrps11                         Mrps11
## Malsu1                         Malsu1
## Gm43637                       Gm43637
## D930015M05Rik           D930015M05Rik
## Nkain1                         Nkain1
## 1810059H22Rik           1810059H22Rik
## Rab30                           Rab30
## Zbtb33                         Zbtb33
## Ttbk1                           Ttbk1
## Rpl10a-ps1                 Rpl10a-ps1
## Imp4                             Imp4
## Dgcr2                           Dgcr2
## Gm37256                       Gm37256
## Pts                               Pts
## Orc3                             Orc3
## Tsc1                             Tsc1
## Arl6ip6                       Arl6ip6
## Tspyl5                         Tspyl5
## Catip                           Catip
## Slc38a10                     Slc38a10
## Rngtt                           Rngtt
## Ankzf1                         Ankzf1
## Gm47123                       Gm47123
## Ap4m1                           Ap4m1
## Gm8437                         Gm8437
## Hypk                             Hypk
## Grn                               Grn
## Mex3a                           Mex3a
## D930020B18Rik           D930020B18Rik
## Ppfia1                         Ppfia1
## Gm8797                         Gm8797
## Hs2st1                         Hs2st1
## Adgrg1                         Adgrg1
## Acp2                             Acp2
## Pknox1                         Pknox1
## Gm42659                       Gm42659
## Caskin2                       Caskin2
## Man2b1                         Man2b1
## Zfp362                         Zfp362
## Znhit1                         Znhit1
## 2310016G11Rik           2310016G11Rik
## Gm43661                       Gm43661
## Gm13091                       Gm13091
## Nsun3                           Nsun3
## Lonp1                           Lonp1
## Rpap1                           Rpap1
## Nsmaf                           Nsmaf
## Chd1                             Chd1
## Txnl4b                         Txnl4b
## Abhd16a                       Abhd16a
## Tusc2                           Tusc2
## Zfp687                         Zfp687
## Cbfa2t3                       Cbfa2t3
## Vps18                           Vps18
## Ccdc43                         Ccdc43
## Zfp267                         Zfp267
## Mapt                             Mapt
## Gm10451                       Gm10451
## Abhd8                           Abhd8
## Nbl1                             Nbl1
## Zfp141                         Zfp141
## Lsmem2                         Lsmem2
## Rnf149                         Rnf149
## Pdcd2                           Pdcd2
## Yeats4                         Yeats4
## Prr12                           Prr12
## Ddr1                             Ddr1
## Pnkd                             Pnkd
## Samd1                           Samd1
## M6pr                             M6pr
## Bloc1s6                       Bloc1s6
## Pla2g10                       Pla2g10
## Nbeal2                         Nbeal2
## Gm2011                         Gm2011
## Pctp                             Pctp
## Rnf8                             Rnf8
## Gm20492                       Gm20492
## Ier3                             Ier3
## Ccdc166                       Ccdc166
## Terf2                           Terf2
## Gm44045                       Gm44045
## Elfn2                           Elfn2
## Zfp672                         Zfp672
## Pdlim7                         Pdlim7
## Abtb1                           Abtb1
## Zfp119b                       Zfp119b
## Inava                           Inava
## Mpp2                             Mpp2
## Gm15665                       Gm15665
## Atraid                         Atraid
## Zfp60                           Zfp60
## Amn1                             Amn1
## Bahd1                           Bahd1
## 9530068E07Rik           9530068E07Rik
## Zfp773                         Zfp773
## Lemd3                           Lemd3
## Trnp1                           Trnp1
## Narf                             Narf
## Gm37202                       Gm37202
## Atp1b3                         Atp1b3
## 4930401O12Rik           4930401O12Rik
## Snx13                           Snx13
## Nfu1                             Nfu1
## Myocd                           Myocd
## 6330415G19Rik           6330415G19Rik
## Gm37829                       Gm37829
## 1110002L01Rik           1110002L01Rik
## Tsacc                           Tsacc
## Fmo6                             Fmo6
## Tubb6                           Tubb6
## Gm14097                       Gm14097
## Gm20621                       Gm20621
## Gm49710                       Gm49710
## Tmem106b                     Tmem106b
## Thumpd3                       Thumpd3
## Dlg4                             Dlg4
## Def8                             Def8
## Eid2b                           Eid2b
## Ipo9                             Ipo9
## Emc2                             Emc2
## Rpf2                             Rpf2
## Dcun1d4                       Dcun1d4
## Wdr53                           Wdr53
## Hectd2os                     Hectd2os
## Zkscan1                       Zkscan1
## Amd1                             Amd1
## Zfx                               Zfx
## A430078I02Rik           A430078I02Rik
## Ctns                             Ctns
## Zfp729b                       Zfp729b
## E230001N04Rik           E230001N04Rik
## Sp2                               Sp2
## Ubxn10                         Ubxn10
## Gtf3c5                         Gtf3c5
## Exog                             Exog
## Prune1                         Prune1
## Fance                           Fance
## Tmem40                         Tmem40
## Kat7                             Kat7
## Pex13                           Pex13
## Ltv1                             Ltv1
## Tcf23                           Tcf23
## Dock10                         Dock10
## Gm12279                       Gm12279
## Sfxn5                           Sfxn5
## Kdm4a                           Kdm4a
## Gga1                             Gga1
## Txndc11                       Txndc11
## Creg2                           Creg2
## Thnsl2                         Thnsl2
## Ttc5                             Ttc5
## Sdf2l1                         Sdf2l1
## Klk1                             Klk1
## Gm28512                       Gm28512
## Crcp                             Crcp
## Ccdc9b                         Ccdc9b
## Morc2a                         Morc2a
## Dhx30                           Dhx30
## Prcc                             Prcc
## Natd1                           Natd1
## Gm38120                       Gm38120
## Nim1k                           Nim1k
## Elac2                           Elac2
## Kl                                 Kl
## Isca1                           Isca1
## Fbln5                           Fbln5
## L1cam                           L1cam
## C1qtnf7                       C1qtnf7
## Jakmip2                       Jakmip2
## Nlrx1                           Nlrx1
## Klhdc4                         Klhdc4
## Cmtr1                           Cmtr1
## Zfp563                         Zfp563
## Hinfp                           Hinfp
## Bid                               Bid
## Npat                             Npat
## Cdh24                           Cdh24
## Slc9a4                         Slc9a4
## Arrdc4                         Arrdc4
## Rmc1                             Rmc1
## Zmynd10                       Zmynd10
## Plekhh3                       Plekhh3
## Csnk2b                         Csnk2b
## Pskh1                           Pskh1
## Prss8                           Prss8
## Acsbg1                         Acsbg1
## Acap3                           Acap3
## Endov                           Endov
## Pcdhga12                     Pcdhga12
## Gm10382                       Gm10382
## Gm10517                       Gm10517
## Gm28441                       Gm28441
## Xpc                               Xpc
## Tarm1                           Tarm1
## Gm14320                       Gm14320
## Erap1                           Erap1
## Ggt6                             Ggt6
## Gpc2                             Gpc2
## Gm2675                         Gm2675
## Il1r1                           Il1r1
## Otud4                           Otud4
## Adgrv1                         Adgrv1
## Gm5820                         Gm5820
## Gm13791                       Gm13791
## Pes1                             Pes1
## Tmem169                       Tmem169
## Twsg1                           Twsg1
## Slx4ip                         Slx4ip
## Trim59                         Trim59
## Med6                             Med6
## Gm14425                       Gm14425
## Rab44                           Rab44
## B230319C09Rik           B230319C09Rik
## Gm31854                       Gm31854
## Kars                             Kars
## Gm26796                       Gm26796
## Gbx2                             Gbx2
## Gm13313                       Gm13313
## Derpc                           Derpc
## Gm11658                       Gm11658
## Gm8712                         Gm8712
## Pcdhb13                       Pcdhb13
## Sod3                             Sod3
## Gm45059                       Gm45059
## Ear1                             Ear1
## Gm42879                       Gm42879
## Gm6559                         Gm6559
## Hephl1                         Hephl1
## Ticam1                         Ticam1
## Abcb8                           Abcb8
## Gm32442                       Gm32442
## Gm47676                       Gm47676
## Gm50067                       Gm50067
## Cwc25                           Cwc25
## Gm4258                         Gm4258
## Hectd2                         Hectd2
## Gm36951                       Gm36951
## Gm4575                         Gm4575
## Gm17613                       Gm17613
## Gm48677                       Gm48677
## Thoc6                           Thoc6
## Efr3a                           Efr3a
## Fbxw27                         Fbxw27
## Gm36757                       Gm36757
## Krtcap3                       Krtcap3
## Riok1                           Riok1
## Got2                             Got2
## Gm44920                       Gm44920
## Fam217b                       Fam217b
## Armc7                           Armc7
## Gm44148                       Gm44148
## Bag4                             Bag4
## Snhg18                         Snhg18
## 0610040B10Rik           0610040B10Rik
## Gm17018                       Gm17018
## Psmd10                         Psmd10
## Smcr8                           Smcr8
## Fam3a                           Fam3a
## 2310039H08Rik           2310039H08Rik
## Fkbp6                           Fkbp6
## BC005537                     BC005537
## Dnajc30                       Dnajc30
## Tomm34                         Tomm34
## Thoc1                           Thoc1
## Mycbp                           Mycbp
## Gm48804                       Gm48804
## Zfp574                         Zfp574
## Rnf111                         Rnf111
## Hmox2                           Hmox2
## Gon7                             Gon7
## D930032P07Rik           D930032P07Rik
## Gm44950                       Gm44950
## Armh1                           Armh1
## Crip2                           Crip2
## Coch                             Coch
## Gm19721                       Gm19721
## Tmem165                       Tmem165
## Lss                               Lss
## 4930534D22Rik           4930534D22Rik
## Zbtb21                         Zbtb21
## Mak16                           Mak16
## Zmym3                           Zmym3
## Gm44785                       Gm44785
## Pfkm                             Pfkm
## Tasor                           Tasor
## Nosip                           Nosip
## Pom121                         Pom121
## Ctdsp2                         Ctdsp2
## Tpgs1                           Tpgs1
## Reep4                           Reep4
## mt-Td                           mt-Td
## Daxx                             Daxx
## Map7d1                         Map7d1
## Bcl2l2                         Bcl2l2
## Tceanc2                       Tceanc2
## Gm12216                       Gm12216
## H2bc8                           H2bc8
## Dtwd2                           Dtwd2
## Rusc1                           Rusc1
## Cibar2                         Cibar2
## Gm16136                       Gm16136
## Med7                             Med7
## H1f3                             H1f3
## Rwdd4a                         Rwdd4a
## 4632411P08Rik           4632411P08Rik
## Ssbp4                           Ssbp4
## Egr3                             Egr3
## Fam122b                       Fam122b
## Slc22a1                       Slc22a1
## Nfya                             Nfya
## Pinx1                           Pinx1
## Gm20705                       Gm20705
## Aacs                             Aacs
## Sipa1                           Sipa1
## Plekhj1                       Plekhj1
## Gm4681                         Gm4681
## Gm38200                       Gm38200
## Eln                               Eln
## 4932422M17Rik           4932422M17Rik
## 4930583K01Rik           4930583K01Rik
## Ngdn                             Ngdn
## Mknk2                           Mknk2
## Gm30015                       Gm30015
## Gm40348                       Gm40348
## Srsf12                         Srsf12
## Stx1a                           Stx1a
## Abhd10                         Abhd10
## Zfp697                         Zfp697
## Gm37298                       Gm37298
## Mcts2                           Mcts2
## Wbscr25                       Wbscr25
## Gm26583                       Gm26583
## Ppid                             Ppid
## Qrich1                         Qrich1
## Ralb                             Ralb
## 4930449I04Rik           4930449I04Rik
## Gm44084                       Gm44084
## Ccdc177                       Ccdc177
## Isg20                           Isg20
## 4921529L05Rik           4921529L05Rik
## 6430710C18Rik           6430710C18Rik
## Gm45184                       Gm45184
## Lrrc61                         Lrrc61
## Mrpl46                         Mrpl46
## Mcrip1                         Mcrip1
## Abraxas2                     Abraxas2
## Wac                               Wac
## U2.1                             U2.1
## Msh6                             Msh6
## Fktn                             Fktn
## Triap1                         Triap1
## Thap6                           Thap6
## Iqcm                             Iqcm
## 3110009E18Rik           3110009E18Rik
## Atxn2l                         Atxn2l
## Gm44434                       Gm44434
## Ebag9                           Ebag9
## Pbdc1                           Pbdc1
## Mapre3                         Mapre3
## Elp6                             Elp6
## Dnase2a                       Dnase2a
## Gm29670                       Gm29670
## Amigo3                         Amigo3
## Zhx1                             Zhx1
## Ccdc115                       Ccdc115
## Klb                               Klb
## Mbd6                             Mbd6
## A830009L08Rik           A830009L08Rik
## Gcat.1                         Gcat.1
## Mfsd14b                       Mfsd14b
## Cers5                           Cers5
## Uba3                             Uba3
## Krt78                           Krt78
## Chfr                             Chfr
## Cdk16                           Cdk16
## Olfr1364                     Olfr1364
## Micall1                       Micall1
## Hmcn2                           Hmcn2
## Vps25                           Vps25
## Mllt1                           Mllt1
## Gtf3c2                         Gtf3c2
## Arv1                             Arv1
## Aagab                           Aagab
## Golga2                         Golga2
## Gm4349                         Gm4349
## Kat5                             Kat5
## Cc2d1a                         Cc2d1a
## Nemf                             Nemf
## Ttc39b                         Ttc39b
## Zfp948                         Zfp948
## Gm23262                       Gm23262
## Gm17753                       Gm17753
## Ccnj                             Ccnj
## Rnf187                         Rnf187
## Xrcc6                           Xrcc6
## Prickle4                     Prickle4
## Pard6g                         Pard6g
## Gm36026                       Gm36026
## Grb7                             Grb7
## Gm13963                       Gm13963
## Naa60                           Naa60
## Egfem1                         Egfem1
## Gatc                             Gatc
## Wdr83                           Wdr83
## Diras1                         Diras1
## Fsd1                             Fsd1
## Grap2                           Grap2
## Steap3                         Steap3
## Cbx8                             Cbx8
## Rbm34                           Rbm34
## Mvb12b                         Mvb12b
## Srrm3                           Srrm3
## Serpinb3b                   Serpinb3b
## Mcmdc2                         Mcmdc2
## 6430710M23Rik           6430710M23Rik
## Slc35a1                       Slc35a1
## Nudt18                         Nudt18
## Tmem28                         Tmem28
## Hcfc2                           Hcfc2
## AW209491                     AW209491
## Rab28                           Rab28
## Tial1                           Tial1
## Gm47272                       Gm47272
## Uba6                             Uba6
## Cops7b                         Cops7b
## Gm42514                       Gm42514
## Bad                               Bad
## Aven                             Aven
## Dusp23                         Dusp23
## Zfp869                         Zfp869
## Zfp53                           Zfp53
## Mad1l1                         Mad1l1
## Anapc15                       Anapc15
## Usb1                             Usb1
## Hmbox1                         Hmbox1
## Pcbp4                           Pcbp4
## Igfals                         Igfals
## Gm37390                       Gm37390
## Gtsf2                           Gtsf2
## Gm15743                       Gm15743
## Api5                             Api5
## Gm42930                       Gm42930
## Mfap3                           Mfap3
## Gm31160                       Gm31160
## Tmed4                           Tmed4
## Ap5m1                           Ap5m1
## Zdhhc16                       Zdhhc16
## Cdk2ap1                       Cdk2ap1
## Gm10734                       Gm10734
## Rabep2                         Rabep2
## Zfp239                         Zfp239
## Vps45                           Vps45
## Pum3                             Pum3
## Anxa11os                     Anxa11os
## Thrap3                         Thrap3
## Gm6142                         Gm6142
## Swsap1                         Swsap1
## A3galt2                       A3galt2
## Pkhd1                           Pkhd1
## Slc9a6                         Slc9a6
## Gm43009                       Gm43009
## 1110038F14Rik           1110038F14Rik
## Lgi4                             Lgi4
## Napg                             Napg
## Ttll12                         Ttll12
## Rexo1                           Rexo1
## Gm49337                       Gm49337
## Kpna6                           Kpna6
## Rae1                             Rae1
## Uba2                             Uba2
## Gm10385                       Gm10385
## Gm16378                       Gm16378
## 1700113A16Rik           1700113A16Rik
## Gstt3                           Gstt3
## Map10                           Map10
## Fggy                             Fggy
## 9530056K15Rik           9530056K15Rik
## Mul1                             Mul1
## Fundc2                         Fundc2
## Vps39                           Vps39
## Tha1                             Tha1
## Zfp862-ps                   Zfp862-ps
## Rtca                             Rtca
## Ankrd13b                     Ankrd13b
## 5730455P16Rik           5730455P16Rik
## Esr1                             Esr1
## Gm37297                       Gm37297
## Gm11695                       Gm11695
## Gm48086                       Gm48086
## Gm42725                       Gm42725
## Elmo3                           Elmo3
## Slc9c1                         Slc9c1
## Gm38319                       Gm38319
## Cstf1                           Cstf1
## Dhcr7                           Dhcr7
## 4931414P19Rik           4931414P19Rik
## Irf5                             Irf5
## Spout1                         Spout1
## Gemin4                         Gemin4
## 4930483O08Rik           4930483O08Rik
## Ramp3                           Ramp3
## Mfap1b                         Mfap1b
## Taf5l                           Taf5l
## Mmut                             Mmut
## Fbxl14                         Fbxl14
## Gm5121                         Gm5121
## Klc2                             Klc2
## Zfand2b                       Zfand2b
## Snx27                           Snx27
## Gm15842                       Gm15842
## Alg2                             Alg2
## Gm49756                       Gm49756
## Iars                             Iars
## Fbxl8                           Fbxl8
## 4930447A16Rik           4930447A16Rik
## C130021I20Rik           C130021I20Rik
## Olfr166                       Olfr166
## Eef1e1                         Eef1e1
## Ptpn6                           Ptpn6
## Ppil4                           Ppil4
## Fbxl12                         Fbxl12
## Gm49256                       Gm49256
## Med26                           Med26
## Gm45110                       Gm45110
## Glcci1                         Glcci1
## Kctd4                           Kctd4
## Elp1                             Elp1
## Gm37168                       Gm37168
## Tssc4                           Tssc4
## Polr3b                         Polr3b
## Zfp58                           Zfp58
## Hmbs                             Hmbs
## Zfp553                         Zfp553
## Sirt2                           Sirt2
## Ptrh2                           Ptrh2
## Phf23                           Phf23
## Trp53rka                     Trp53rka
## Fam122a                       Fam122a
## Nudt16l1                     Nudt16l1
## 3300002A11Rik           3300002A11Rik
## E2f2                             E2f2
## Utp4                             Utp4
## Tubgcp5                       Tubgcp5
## Gm45266                       Gm45266
## Igip                             Igip
## Ipo13                           Ipo13
## Gm37859                       Gm37859
## Mettl27                       Mettl27
## Leprot                         Leprot
## Mcrs1                           Mcrs1
## Cwc22                           Cwc22
## Gm6058                         Gm6058
## Ephb6                           Ephb6
## Gm37139                       Gm37139
## Gabrb3                         Gabrb3
## 1300002E11Rik           1300002E11Rik
## Sh2b3                           Sh2b3
## Amd2                             Amd2
## Gm4149                         Gm4149
## Nat8f6                         Nat8f6
## Spsb2                           Spsb2
## BC065397                     BC065397
## Gm4948                         Gm4948
## Gm12299                       Gm12299
## Ints12                         Ints12
## Morn2                           Morn2
## Gm45155                       Gm45155
## Cnppd1                         Cnppd1
## Proscos                       Proscos
## Arfip2                         Arfip2
## Hdac6                           Hdac6
## Gm10784                       Gm10784
## Hsf2bp                         Hsf2bp
## 4930404N11Rik           4930404N11Rik
## Alg11                           Alg11
## Asprv1                         Asprv1
## Gm50230                       Gm50230
## Gm43566                       Gm43566
## Pou5f2                         Pou5f2
## Eid2                             Eid2
## Galc                             Galc
## Skint8                         Skint8
## Gm45598                       Gm45598
## Smarca5-ps                 Smarca5-ps
## Rsl24d1                       Rsl24d1
## Gm831                           Gm831
## Smn1                             Smn1
## Pcsk2                           Pcsk2
## Gm37677                       Gm37677
## Terf2ip                       Terf2ip
## Thop1                           Thop1
## Gm30363                       Gm30363
## Sufu                             Sufu
## Slc44a1                       Slc44a1
## Commd2                         Commd2
## 5830417I10Rik           5830417I10Rik
## Gm48369                       Gm48369
## Zfp459                         Zfp459
## Aktip                           Aktip
## Exoc3l                         Exoc3l
## Gm7628                         Gm7628
## Itga2                           Itga2
## Ints14                         Ints14
## Nfic                             Nfic
## Srprb                           Srprb
## Zbtb2                           Zbtb2
## Mms19                           Mms19
## Prkd3                           Prkd3
## Rdh11                           Rdh11
## Lrrn3                           Lrrn3
## Col16a1                       Col16a1
## Zfp14                           Zfp14
## Gm5270                         Gm5270
## 3110083C13Rik           3110083C13Rik
## Gm11953                       Gm11953
## Tom1                             Tom1
## Adrb2                           Adrb2
## Gm15445                       Gm15445
## Fbxo31                         Fbxo31
## Gm43372                       Gm43372
## Dmtf1                           Dmtf1
## Gm48027                       Gm48027
## Srd5a3                         Srd5a3
## 3830406C13Rik           3830406C13Rik
## Rab35                           Rab35
## Gabpb1                         Gabpb1
## Gbp9                             Gbp9
## Psmg3                           Psmg3
## Ttll1                           Ttll1
## Hgsnat                         Hgsnat
## LIN54                           LIN54
## C230096K16Rik           C230096K16Rik
## Gm48079                       Gm48079
## Pomt2                           Pomt2
## Gm19461                       Gm19461
## Rnf40                           Rnf40
## Gm10698                       Gm10698
## Ankrd50                       Ankrd50
## Gm26535                       Gm26535
## Gm20109                       Gm20109
## Tmx3                             Tmx3
## Gm13331                       Gm13331
## Gm38241                       Gm38241
## A430093F15Rik           A430093F15Rik
## Dhx38                           Dhx38
## Fam89b                         Fam89b
## Gm44541                       Gm44541
## Hint3                           Hint3
## 4933426K07Rik           4933426K07Rik
## Serpinb6b                   Serpinb6b
## Insm2                           Insm2
## Brms1                           Brms1
## Gm28706                       Gm28706
## Kcne1l                         Kcne1l
## U5.6                             U5.6
## Tdrd6                           Tdrd6
## Gm37567                       Gm37567
## AI847159                     AI847159
## Sox5it                         Sox5it
## Gm16271                       Gm16271
## Gm19935                       Gm19935
## D030024E09Rik           D030024E09Rik
## Usp30                           Usp30
## Gm38374                       Gm38374
## Gm17207                       Gm17207
## Smarce1-ps1               Smarce1-ps1
## U2.11                           U2.11
## Gm6771                         Gm6771
## Tssk3                           Tssk3
## Gm5069                         Gm5069
## Gm37411                       Gm37411
## Gad1                             Gad1
## Snrpn                           Snrpn
## Gm18883                       Gm18883
## Phldb1                         Phldb1
## Gm47583                       Gm47583
## Fabp12                         Fabp12
## Actr8                           Actr8
## Ube2w                           Ube2w
## Epn3                             Epn3
## Ufd1                             Ufd1
## Atpsckmt                     Atpsckmt
## Exoc2                           Exoc2
## Mrps10                         Mrps10
## Map3k14                       Map3k14
## Vps26b                         Vps26b
## Urod                             Urod
## Atxn1l                         Atxn1l
## Spata6                         Spata6
## Bnip1                           Bnip1
## Nr4a1                           Nr4a1
## Gm48383                       Gm48383
## Gm45640                       Gm45640
## Ddx56                           Ddx56
## Surf6                           Surf6
## Gcat                             Gcat
## B930018H19Rik           B930018H19Rik
## Sp140                           Sp140
## Slc30a6                       Slc30a6
## Gjb1                             Gjb1
## BC055308                     BC055308
## Xpo5                             Xpo5
## Gm5963                         Gm5963
## Map1s                           Map1s
## Nipa2                           Nipa2
## Zfp51                           Zfp51
## Nr0b2                           Nr0b2
## Coasy                           Coasy
## Dcun1d2                       Dcun1d2
## Ythdf1                         Ythdf1
## Gm38377                       Gm38377
## Acap2                           Acap2
## Ccdc152                       Ccdc152
## Bmp2                             Bmp2
## 1700030K09Rik           1700030K09Rik
## Gm38082                       Gm38082
## Mphosph6                     Mphosph6
## Mfsd4b4                       Mfsd4b4
## D030025E07Rik           D030025E07Rik
## Uchl5                           Uchl5
## Zfp90                           Zfp90
## Acyp1                           Acyp1
## Mroh3                           Mroh3
## Gm6566                         Gm6566
## Map2k3os                     Map2k3os
## Gm5787                         Gm5787
## Trnau1ap                     Trnau1ap
## Gpank1                         Gpank1
## Vamp1                           Vamp1
## Farsa                           Farsa
## Nagpa                           Nagpa
## Bcl3                             Bcl3
## Gfap                             Gfap
## Rmnd5b                         Rmnd5b
## Gm49706                       Gm49706
## Gm671                           Gm671
## Xrcc3                           Xrcc3
## Tbc1d7                         Tbc1d7
## 9130015G15Rik           9130015G15Rik
## mt-Te                           mt-Te
## Alg1                             Alg1
## Tmem161a                     Tmem161a
## Isg20l2                       Isg20l2
## Rnf215                         Rnf215
## Tnip2                           Tnip2
## Phex                             Phex
## Zdhhc24                       Zdhhc24
## Tppp                             Tppp
## Arl3                             Arl3
## Rcc1l                           Rcc1l
## Mtfr1l                         Mtfr1l
## Hdhd2                           Hdhd2
## Mtrex                           Mtrex
## Tmem14a                       Tmem14a
## 6030400A10Rik           6030400A10Rik
## 1500026H17Rik           1500026H17Rik
## Gm45129                       Gm45129
## Pcsk2os1                     Pcsk2os1
## Nhlh1                           Nhlh1
## C1qa                             C1qa
## Eif2b3                         Eif2b3
## Gm3511                         Gm3511
## Idua                             Idua
## Cdc16                           Cdc16
## Lats2                           Lats2
## Hspa13                         Hspa13
## Kank2                           Kank2
## Prepl                           Prepl
## Fbxl18                         Fbxl18
## 4930598N05Rik           4930598N05Rik
## 6530401F13Rik           6530401F13Rik
## Smpd1                           Smpd1
## Mrps2                           Mrps2
## Gm43737                       Gm43737
## Hars                             Hars
## Gm9803                         Gm9803
## Mrps18b                       Mrps18b
## Slc39a3                       Slc39a3
## Orai3                           Orai3
## Zfp287                         Zfp287
## Gm44152                       Gm44152
## Gm45769                       Gm45769
## Ppp1r3e                       Ppp1r3e
## Pus3                             Pus3
## Arhgef4                       Arhgef4
## Gm44505                       Gm44505
## Dhdds                           Dhdds
## Gm45853                       Gm45853
## Anapc7                         Anapc7
## Mapk6                           Mapk6
## Gm38381                       Gm38381
## Enho                             Enho
## Pald1                           Pald1
## Gm14393                       Gm14393
## Jmjd6                           Jmjd6
## Pfdn4                           Pfdn4
## Patz1                           Patz1
## Gm40332                       Gm40332
## Gm4929                         Gm4929
## Drr1                             Drr1
## H2bc11                         H2bc11
## AU019990                     AU019990
## Cyp4b1-ps2                 Cyp4b1-ps2
## Pcdhgc4                       Pcdhgc4
## Gm4714                         Gm4714
## Kcnk9                           Kcnk9
## Enc1                             Enc1
## Gm10330                       Gm10330
## Tmem199                       Tmem199
## Baalc                           Baalc
## Dhdh                             Dhdh
## Gm45371                       Gm45371
## 4930519P11Rik           4930519P11Rik
## Cend1                           Cend1
## Gm9800                         Gm9800
## Ankar                           Ankar
## Vmn2r71                       Vmn2r71
## Gm12714                       Gm12714
## Lag3                             Lag3
## Gm28902                       Gm28902
## Gm9771                         Gm9771
## Tbc1d17                       Tbc1d17
## Arhgef19                     Arhgef19
## Gm11335                       Gm11335
## Gm13379                       Gm13379
## Gapdh-ps14                 Gapdh-ps14
## Clip3                           Clip3
## Gm17102                       Gm17102
## Gm50240                       Gm50240
## Gm42998                       Gm42998
## 4930447K03Rik           4930447K03Rik
## Cnpy3                           Cnpy3
## Garem1                         Garem1
## Tmem94                         Tmem94
## Hax1                             Hax1
## Gm48254                       Gm48254
## 1700016A09Rik           1700016A09Rik
## Mycbpap                       Mycbpap
## Kctd21                         Kctd21
## Gm10080                       Gm10080
## Gm11899                       Gm11899
## Gm48585                       Gm48585
## Gm17484                       Gm17484
## Slc4a2                         Slc4a2
## Supt7l                         Supt7l
## P2ry6                           P2ry6
## Zfp433                         Zfp433
## Mettl3                         Mettl3
## Tor4a                           Tor4a
## Ecd                               Ecd
## Tesmin                         Tesmin
## Paqr3                           Paqr3
## Sccpdh                         Sccpdh
## Gm14486                       Gm14486
## Nlrp1b                         Nlrp1b
## Fam207a                       Fam207a
## Impg2                           Impg2
## Bend3                           Bend3
## Ripk4                           Ripk4
## Zfp143                         Zfp143
## Ift22                           Ift22
## Lzts1                           Lzts1
## Ppp1r26                       Ppp1r26
## Rps6kb2                       Rps6kb2
## Tmub1                           Tmub1

Find Markers

And we can then visualise this using the VlnPlot function.

VlnPlot(Nd1T.obj.filt, features = head(Nd1T.markers[Nd1T.markers$cluster == 0, "gene"],
    n = 1))